{ "original_ppl": 6.907048225402832, "reduced_ppl": [ { "layer.0.self_attn.q_proj": [ { "bit": 1, "ppl": 6.931990146636963 }, { "bit": 2, "ppl": 6.912193775177002 }, { "bit": 3, "ppl": 6.908556938171387 }, { "bit": 4, "ppl": 6.907459735870361 }, { "bit": 5, "ppl": 6.907202243804932 }, { "bit": 6, "ppl": 6.9070820808410645 }, { "bit": 7, "ppl": 6.9070515632629395 }, { "bit": 8, "ppl": 6.907279014587402 }, { "bit": 9, "ppl": 6.907331466674805 }, { "bit": 10, "ppl": 6.907268047332764 }, { "bit": 11, "ppl": 6.907193183898926 }, { "bit": 12, "ppl": 6.907151222229004 }, { "bit": 13, "ppl": 6.906906604766846 }, { "bit": 14, "ppl": 6.907293796539307 }, { "bit": 15, "ppl": 6.907280445098877 } ] }, { "layer.0.self_attn.k_proj": [ { "bit": 1, "ppl": 6.9280171394348145 }, { "bit": 2, "ppl": 6.912103176116943 }, { "bit": 3, "ppl": 6.909964084625244 }, { "bit": 4, "ppl": 6.908915996551514 }, { "bit": 5, "ppl": 6.908158779144287 }, { "bit": 6, "ppl": 6.907900810241699 }, { "bit": 7, "ppl": 6.907589912414551 }, { "bit": 8, "ppl": 6.907557010650635 }, { "bit": 9, "ppl": 6.907351493835449 }, { "bit": 10, "ppl": 6.907329559326172 }, { "bit": 11, "ppl": 6.9072980880737305 }, { "bit": 12, "ppl": 6.9071831703186035 }, { "bit": 13, "ppl": 6.9072794914245605 }, { "bit": 14, "ppl": 6.9072160720825195 }, { "bit": 15, "ppl": 6.907158374786377 } ] }, { "layer.0.self_attn.v_proj": [ { "bit": 1, "ppl": 7.014910697937012 }, { "bit": 2, "ppl": 6.934531211853027 }, { "bit": 3, "ppl": 6.921298503875732 }, { "bit": 4, "ppl": 6.914010524749756 }, { "bit": 5, "ppl": 6.911709785461426 }, { "bit": 6, "ppl": 6.910130977630615 }, { "bit": 7, "ppl": 6.909670352935791 }, { "bit": 8, "ppl": 6.909128189086914 }, { "bit": 9, "ppl": 6.908350944519043 }, { "bit": 10, "ppl": 6.908209323883057 }, { "bit": 11, "ppl": 6.907721996307373 }, { "bit": 12, "ppl": 6.907790660858154 }, { "bit": 13, "ppl": 6.907574653625488 }, { "bit": 14, "ppl": 6.907293796539307 }, { "bit": 15, "ppl": 6.907329559326172 } ] }, { "layer.0.self_attn.o_proj": [ { "bit": 1, "ppl": 7.044562816619873 }, { "bit": 2, "ppl": 6.94509220123291 }, { "bit": 3, "ppl": 6.923160076141357 }, { "bit": 4, "ppl": 6.915912628173828 }, { "bit": 5, "ppl": 6.914093494415283 }, { "bit": 6, "ppl": 6.9122138023376465 }, { "bit": 7, "ppl": 6.9113030433654785 }, { "bit": 8, "ppl": 6.910058975219727 }, { "bit": 9, "ppl": 6.909451484680176 }, { "bit": 10, "ppl": 6.909350872039795 }, { "bit": 11, "ppl": 6.908815860748291 }, { "bit": 12, "ppl": 6.908536434173584 }, { "bit": 13, "ppl": 6.908020973205566 }, { "bit": 14, "ppl": 6.9077558517456055 }, { "bit": 15, "ppl": 6.907339572906494 } ] }, { "layer.0.mlp.gate_proj": [ { "bit": 1, "ppl": 7.027764797210693 }, { "bit": 2, "ppl": 6.934808254241943 }, { "bit": 3, "ppl": 6.917125701904297 }, { "bit": 4, "ppl": 6.913961410522461 }, { "bit": 5, "ppl": 6.911056041717529 }, { "bit": 6, "ppl": 6.910192489624023 }, { "bit": 7, "ppl": 6.909536838531494 }, { "bit": 8, "ppl": 6.908907413482666 }, { "bit": 9, "ppl": 6.908297061920166 }, { "bit": 10, "ppl": 6.908296585083008 }, { "bit": 11, "ppl": 6.9078803062438965 }, { "bit": 12, "ppl": 6.907774448394775 }, { "bit": 13, "ppl": 6.9074482917785645 }, { "bit": 14, "ppl": 6.907400608062744 }, { "bit": 15, "ppl": 6.907552242279053 } ] }, { "layer.0.mlp.up_proj": [ { "bit": 1, "ppl": 7.035067558288574 }, { "bit": 2, "ppl": 6.935466766357422 }, { "bit": 3, "ppl": 6.918035984039307 }, { "bit": 4, "ppl": 6.911937713623047 }, { "bit": 5, "ppl": 6.910062789916992 }, { "bit": 6, "ppl": 6.908616065979004 }, { "bit": 7, "ppl": 6.908751010894775 }, { "bit": 8, "ppl": 6.908257007598877 }, { "bit": 9, "ppl": 6.907732963562012 }, { "bit": 10, "ppl": 6.908032417297363 }, { "bit": 11, "ppl": 6.907680511474609 }, { "bit": 12, "ppl": 6.907466411590576 }, { "bit": 13, "ppl": 6.907503604888916 }, { "bit": 14, "ppl": 6.907175540924072 }, { "bit": 15, "ppl": 6.907015323638916 } ] }, { "layer.0.mlp.down_proj": [ { "bit": 1, "ppl": 7.145654201507568 }, { "bit": 2, "ppl": 6.960110664367676 }, { "bit": 3, "ppl": 6.922961711883545 }, { "bit": 4, "ppl": 6.917201519012451 }, { "bit": 5, "ppl": 6.913552284240723 }, { "bit": 6, "ppl": 6.9095635414123535 }, { "bit": 7, "ppl": 6.910071849822998 }, { "bit": 8, "ppl": 6.908360481262207 }, { "bit": 9, "ppl": 6.90842342376709 }, { "bit": 10, "ppl": 6.907479763031006 }, { "bit": 11, "ppl": 6.907496452331543 }, { "bit": 12, "ppl": 6.907519340515137 }, { "bit": 13, "ppl": 6.9077959060668945 }, { "bit": 14, "ppl": 6.9072346687316895 }, { "bit": 15, "ppl": 6.906984806060791 } ] }, { "layer.1.self_attn.q_proj": [ { "bit": 1, "ppl": 6.965384483337402 }, { "bit": 2, "ppl": 6.922662258148193 }, { "bit": 3, "ppl": 6.911266803741455 }, { "bit": 4, "ppl": 6.908208847045898 }, { "bit": 5, "ppl": 6.9075541496276855 }, { "bit": 6, "ppl": 6.907725811004639 }, { "bit": 7, "ppl": 6.907367706298828 }, { "bit": 8, "ppl": 6.907083988189697 }, { "bit": 9, "ppl": 6.907355785369873 }, { "bit": 10, "ppl": 6.906877517700195 }, { "bit": 11, "ppl": 6.907246112823486 }, { "bit": 12, "ppl": 6.907074928283691 }, { "bit": 13, "ppl": 6.907369136810303 }, { "bit": 14, "ppl": 6.906964302062988 }, { "bit": 15, "ppl": 6.907325267791748 } ] }, { "layer.1.self_attn.k_proj": [ { "bit": 1, "ppl": 6.959473609924316 }, { "bit": 2, "ppl": 6.920718193054199 }, { "bit": 3, "ppl": 6.911886215209961 }, { "bit": 4, "ppl": 6.910213470458984 }, { "bit": 5, "ppl": 6.909148216247559 }, { "bit": 6, "ppl": 6.907993316650391 }, { "bit": 7, "ppl": 6.906809329986572 }, { "bit": 8, "ppl": 6.9071455001831055 }, { "bit": 9, "ppl": 6.9070725440979 }, { "bit": 10, "ppl": 6.907095432281494 }, { "bit": 11, "ppl": 6.9073381423950195 }, { "bit": 12, "ppl": 6.907236576080322 }, { "bit": 13, "ppl": 6.907095432281494 }, { "bit": 14, "ppl": 6.9072346687316895 }, { "bit": 15, "ppl": 6.9072346687316895 } ] }, { "layer.1.self_attn.v_proj": [ { "bit": 1, "ppl": 7.026477336883545 }, { "bit": 2, "ppl": 6.942977428436279 }, { "bit": 3, "ppl": 6.924587249755859 }, { "bit": 4, "ppl": 6.914395332336426 }, { "bit": 5, "ppl": 6.911502361297607 }, { "bit": 6, "ppl": 6.910717964172363 }, { "bit": 7, "ppl": 6.910304546356201 }, { "bit": 8, "ppl": 6.909309387207031 }, { "bit": 9, "ppl": 6.909028053283691 }, { "bit": 10, "ppl": 6.908398628234863 }, { "bit": 11, "ppl": 6.90841007232666 }, { "bit": 12, "ppl": 6.907942771911621 }, { "bit": 13, "ppl": 6.90756368637085 }, { "bit": 14, "ppl": 6.907353401184082 }, { "bit": 15, "ppl": 6.906885147094727 } ] }, { "layer.1.self_attn.o_proj": [ { "bit": 1, "ppl": 7.0619096755981445 }, { "bit": 2, "ppl": 6.941558361053467 }, { "bit": 3, "ppl": 6.922226905822754 }, { "bit": 4, "ppl": 6.912944793701172 }, { "bit": 5, "ppl": 6.912020683288574 }, { "bit": 6, "ppl": 6.9116950035095215 }, { "bit": 7, "ppl": 6.909968852996826 }, { "bit": 8, "ppl": 6.909329414367676 }, { "bit": 9, "ppl": 6.909329891204834 }, { "bit": 10, "ppl": 6.908721446990967 }, { "bit": 11, "ppl": 6.908190727233887 }, { "bit": 12, "ppl": 6.908116340637207 }, { "bit": 13, "ppl": 6.907533168792725 }, { "bit": 14, "ppl": 6.907342910766602 }, { "bit": 15, "ppl": 6.906691551208496 } ] }, { "layer.1.mlp.gate_proj": [ { "bit": 1, "ppl": 7.0391387939453125 }, { "bit": 2, "ppl": 6.939301013946533 }, { "bit": 3, "ppl": 6.91935920715332 }, { "bit": 4, "ppl": 6.914172172546387 }, { "bit": 5, "ppl": 6.911721706390381 }, { "bit": 6, "ppl": 6.909954071044922 }, { "bit": 7, "ppl": 6.909141540527344 }, { "bit": 8, "ppl": 6.908250331878662 }, { "bit": 9, "ppl": 6.908081531524658 }, { "bit": 10, "ppl": 6.907741546630859 }, { "bit": 11, "ppl": 6.9083452224731445 }, { "bit": 12, "ppl": 6.907543659210205 }, { "bit": 13, "ppl": 6.907665729522705 }, { "bit": 14, "ppl": 6.907503604888916 }, { "bit": 15, "ppl": 6.907912731170654 } ] }, { "layer.1.mlp.up_proj": [ { "bit": 1, "ppl": 7.08500337600708 }, { "bit": 2, "ppl": 6.956099987030029 }, { "bit": 3, "ppl": 6.930570125579834 }, { "bit": 4, "ppl": 6.92029333114624 }, { "bit": 5, "ppl": 6.9137983322143555 }, { "bit": 6, "ppl": 6.912304878234863 }, { "bit": 7, "ppl": 6.910287857055664 }, { "bit": 8, "ppl": 6.909788131713867 }, { "bit": 9, "ppl": 6.908994197845459 }, { "bit": 10, "ppl": 6.907708644866943 }, { "bit": 11, "ppl": 6.907634258270264 }, { "bit": 12, "ppl": 6.907878398895264 }, { "bit": 13, "ppl": 6.907357692718506 }, { "bit": 14, "ppl": 6.907483100891113 }, { "bit": 15, "ppl": 6.906996726989746 } ] }, { "layer.1.mlp.down_proj": [ { "bit": 1, "ppl": 7.106656074523926 }, { "bit": 2, "ppl": 6.954023361206055 }, { "bit": 3, "ppl": 6.923224925994873 }, { "bit": 4, "ppl": 6.9153642654418945 }, { "bit": 5, "ppl": 6.912174701690674 }, { "bit": 6, "ppl": 6.908304214477539 }, { "bit": 7, "ppl": 6.908158302307129 }, { "bit": 8, "ppl": 6.90880823135376 }, { "bit": 9, "ppl": 6.908270359039307 }, { "bit": 10, "ppl": 6.908378601074219 }, { "bit": 11, "ppl": 6.9075541496276855 }, { "bit": 12, "ppl": 6.907854080200195 }, { "bit": 13, "ppl": 6.90718412399292 }, { "bit": 14, "ppl": 6.907677173614502 }, { "bit": 15, "ppl": 6.90689754486084 } ] }, { "layer.2.self_attn.q_proj": [ { "bit": 1, "ppl": 7.080252170562744 }, { "bit": 2, "ppl": 6.947742462158203 }, { "bit": 3, "ppl": 6.924149990081787 }, { "bit": 4, "ppl": 6.914226531982422 }, { "bit": 5, "ppl": 6.911076068878174 }, { "bit": 6, "ppl": 6.909919261932373 }, { "bit": 7, "ppl": 6.909189224243164 }, { "bit": 8, "ppl": 6.908776760101318 }, { "bit": 9, "ppl": 6.9084954261779785 }, { "bit": 10, "ppl": 6.908542156219482 }, { "bit": 11, "ppl": 6.90789794921875 }, { "bit": 12, "ppl": 6.907636642456055 }, { "bit": 13, "ppl": 6.907281875610352 }, { "bit": 14, "ppl": 6.907379150390625 }, { "bit": 15, "ppl": 6.9067063331604 } ] }, { "layer.2.self_attn.k_proj": [ { "bit": 1, "ppl": 7.314942836761475 }, { "bit": 2, "ppl": 6.94040060043335 }, { "bit": 3, "ppl": 6.9149169921875 }, { "bit": 4, "ppl": 6.907618045806885 }, { "bit": 5, "ppl": 6.90815544128418 }, { "bit": 6, "ppl": 6.907487869262695 }, { "bit": 7, "ppl": 6.9071784019470215 }, { "bit": 8, "ppl": 6.906613349914551 }, { "bit": 9, "ppl": 6.906535625457764 }, { "bit": 10, "ppl": 6.906600475311279 }, { "bit": 11, "ppl": 6.9066267013549805 }, { "bit": 12, "ppl": 6.906919956207275 }, { "bit": 13, "ppl": 6.906601905822754 }, { "bit": 14, "ppl": 6.906964302062988 }, { "bit": 15, "ppl": 6.906922817230225 } ] }, { "layer.2.self_attn.v_proj": [ { "bit": 1, "ppl": 6.946887493133545 }, { "bit": 2, "ppl": 6.924901008605957 }, { "bit": 3, "ppl": 6.911896228790283 }, { "bit": 4, "ppl": 6.910677909851074 }, { "bit": 5, "ppl": 6.909199237823486 }, { "bit": 6, "ppl": 6.907781600952148 }, { "bit": 7, "ppl": 6.90847110748291 }, { "bit": 8, "ppl": 6.9078450202941895 }, { "bit": 9, "ppl": 6.907940864562988 }, { "bit": 10, "ppl": 6.907723426818848 }, { "bit": 11, "ppl": 6.907650947570801 }, { "bit": 12, "ppl": 6.907476902008057 }, { "bit": 13, "ppl": 6.907511234283447 }, { "bit": 14, "ppl": 6.907435417175293 }, { "bit": 15, "ppl": 6.90759801864624 } ] }, { "layer.2.self_attn.o_proj": [ { "bit": 1, "ppl": 6.977211952209473 }, { "bit": 2, "ppl": 6.925108432769775 }, { "bit": 3, "ppl": 6.9114203453063965 }, { "bit": 4, "ppl": 6.910080432891846 }, { "bit": 5, "ppl": 6.909232139587402 }, { "bit": 6, "ppl": 6.907682418823242 }, { "bit": 7, "ppl": 6.908252239227295 }, { "bit": 8, "ppl": 6.9080586433410645 }, { "bit": 9, "ppl": 6.90800142288208 }, { "bit": 10, "ppl": 6.907664775848389 }, { "bit": 11, "ppl": 6.908231258392334 }, { "bit": 12, "ppl": 6.907509803771973 }, { "bit": 13, "ppl": 6.907528877258301 }, { "bit": 14, "ppl": 6.907087802886963 }, { "bit": 15, "ppl": 6.9075140953063965 } ] }, { "layer.2.mlp.gate_proj": [ { "bit": 1, "ppl": 7.029358386993408 }, { "bit": 2, "ppl": 6.933478832244873 }, { "bit": 3, "ppl": 6.915656089782715 }, { "bit": 4, "ppl": 6.910953044891357 }, { "bit": 5, "ppl": 6.909610271453857 }, { "bit": 6, "ppl": 6.907492637634277 }, { "bit": 7, "ppl": 6.9087677001953125 }, { "bit": 8, "ppl": 6.907405376434326 }, { "bit": 9, "ppl": 6.907581806182861 }, { "bit": 10, "ppl": 6.906561374664307 }, { "bit": 11, "ppl": 6.907009601593018 }, { "bit": 12, "ppl": 6.907321453094482 }, { "bit": 13, "ppl": 6.9068193435668945 }, { "bit": 14, "ppl": 6.906987190246582 }, { "bit": 15, "ppl": 6.90683650970459 } ] }, { "layer.2.mlp.up_proj": [ { "bit": 1, "ppl": 7.031790733337402 }, { "bit": 2, "ppl": 6.939947605133057 }, { "bit": 3, "ppl": 6.91343879699707 }, { "bit": 4, "ppl": 6.909561634063721 }, { "bit": 5, "ppl": 6.908377170562744 }, { "bit": 6, "ppl": 6.9059977531433105 }, { "bit": 7, "ppl": 6.907159328460693 }, { "bit": 8, "ppl": 6.906877517700195 }, { "bit": 9, "ppl": 6.906856536865234 }, { "bit": 10, "ppl": 6.90655517578125 }, { "bit": 11, "ppl": 6.906522750854492 }, { "bit": 12, "ppl": 6.906615734100342 }, { "bit": 13, "ppl": 6.906352996826172 }, { "bit": 14, "ppl": 6.906699180603027 }, { "bit": 15, "ppl": 6.906332015991211 } ] }, { "layer.2.mlp.down_proj": [ { "bit": 1, "ppl": 7.067943096160889 }, { "bit": 2, "ppl": 6.94655704498291 }, { "bit": 3, "ppl": 6.9181413650512695 }, { "bit": 4, "ppl": 6.909202575683594 }, { "bit": 5, "ppl": 6.90817403793335 }, { "bit": 6, "ppl": 6.90952205657959 }, { "bit": 7, "ppl": 6.907350063323975 }, { "bit": 8, "ppl": 6.907505035400391 }, { "bit": 9, "ppl": 6.906922817230225 }, { "bit": 10, "ppl": 6.908398628234863 }, { "bit": 11, "ppl": 6.906985282897949 }, { "bit": 12, "ppl": 6.907240390777588 }, { "bit": 13, "ppl": 6.906979560852051 }, { "bit": 14, "ppl": 6.907269477844238 }, { "bit": 15, "ppl": 6.907052040100098 } ] }, { "layer.3.self_attn.q_proj": [ { "bit": 1, "ppl": 6.963478088378906 }, { "bit": 2, "ppl": 6.920114517211914 }, { "bit": 3, "ppl": 6.913026809692383 }, { "bit": 4, "ppl": 6.908355712890625 }, { "bit": 5, "ppl": 6.908172607421875 }, { "bit": 6, "ppl": 6.907938003540039 }, { "bit": 7, "ppl": 6.907632827758789 }, { "bit": 8, "ppl": 6.907812595367432 }, { "bit": 9, "ppl": 6.907470703125 }, { "bit": 10, "ppl": 6.907487869262695 }, { "bit": 11, "ppl": 6.907125473022461 }, { "bit": 12, "ppl": 6.907188892364502 }, { "bit": 13, "ppl": 6.9070024490356445 }, { "bit": 14, "ppl": 6.907186508178711 }, { "bit": 15, "ppl": 6.906942844390869 } ] }, { "layer.3.self_attn.k_proj": [ { "bit": 1, "ppl": 7.011414527893066 }, { "bit": 2, "ppl": 6.958665370941162 }, { "bit": 3, "ppl": 6.930364608764648 }, { "bit": 4, "ppl": 6.921566486358643 }, { "bit": 5, "ppl": 6.915516376495361 }, { "bit": 6, "ppl": 6.912558555603027 }, { "bit": 7, "ppl": 6.910593032836914 }, { "bit": 8, "ppl": 6.909907817840576 }, { "bit": 9, "ppl": 6.9093828201293945 }, { "bit": 10, "ppl": 6.908255577087402 }, { "bit": 11, "ppl": 6.908093452453613 }, { "bit": 12, "ppl": 6.907614231109619 }, { "bit": 13, "ppl": 6.907840728759766 }, { "bit": 14, "ppl": 6.9075212478637695 }, { "bit": 15, "ppl": 6.9073262214660645 } ] }, { "layer.3.self_attn.v_proj": [ { "bit": 1, "ppl": 6.9770307540893555 }, { "bit": 2, "ppl": 6.92273473739624 }, { "bit": 3, "ppl": 6.916637420654297 }, { "bit": 4, "ppl": 6.914961814880371 }, { "bit": 5, "ppl": 6.911733150482178 }, { "bit": 6, "ppl": 6.910440444946289 }, { "bit": 7, "ppl": 6.910408973693848 }, { "bit": 8, "ppl": 6.909468650817871 }, { "bit": 9, "ppl": 6.909214496612549 }, { "bit": 10, "ppl": 6.909162998199463 }, { "bit": 11, "ppl": 6.9085516929626465 }, { "bit": 12, "ppl": 6.908034324645996 }, { "bit": 13, "ppl": 6.907917022705078 }, { "bit": 14, "ppl": 6.907323360443115 }, { "bit": 15, "ppl": 6.907336711883545 } ] }, { "layer.3.self_attn.o_proj": [ { "bit": 1, "ppl": 6.988719940185547 }, { "bit": 2, "ppl": 6.931074619293213 }, { "bit": 3, "ppl": 6.918349742889404 }, { "bit": 4, "ppl": 6.90962553024292 }, { "bit": 5, "ppl": 6.909414768218994 }, { "bit": 6, "ppl": 6.909306526184082 }, { "bit": 7, "ppl": 6.908339500427246 }, { "bit": 8, "ppl": 6.907537937164307 }, { "bit": 9, "ppl": 6.907560348510742 }, { "bit": 10, "ppl": 6.907561779022217 }, { "bit": 11, "ppl": 6.907227039337158 }, { "bit": 12, "ppl": 6.907275199890137 }, { "bit": 13, "ppl": 6.906774997711182 }, { "bit": 14, "ppl": 6.907064914703369 }, { "bit": 15, "ppl": 6.906952381134033 } ] }, { "layer.3.mlp.gate_proj": [ { "bit": 1, "ppl": 7.063677787780762 }, { "bit": 2, "ppl": 6.948919773101807 }, { "bit": 3, "ppl": 6.921658992767334 }, { "bit": 4, "ppl": 6.916079044342041 }, { "bit": 5, "ppl": 6.911354064941406 }, { "bit": 6, "ppl": 6.910050868988037 }, { "bit": 7, "ppl": 6.910398483276367 }, { "bit": 8, "ppl": 6.908728122711182 }, { "bit": 9, "ppl": 6.9083251953125 }, { "bit": 10, "ppl": 6.907515525817871 }, { "bit": 11, "ppl": 6.9077019691467285 }, { "bit": 12, "ppl": 6.907738208770752 }, { "bit": 13, "ppl": 6.907641410827637 }, { "bit": 14, "ppl": 6.907176494598389 }, { "bit": 15, "ppl": 6.90692138671875 } ] }, { "layer.3.mlp.up_proj": [ { "bit": 1, "ppl": 7.069693565368652 }, { "bit": 2, "ppl": 6.948939800262451 }, { "bit": 3, "ppl": 6.920343399047852 }, { "bit": 4, "ppl": 6.912341594696045 }, { "bit": 5, "ppl": 6.910383701324463 }, { "bit": 6, "ppl": 6.909567832946777 }, { "bit": 7, "ppl": 6.908840179443359 }, { "bit": 8, "ppl": 6.908382415771484 }, { "bit": 9, "ppl": 6.908359527587891 }, { "bit": 10, "ppl": 6.907846927642822 }, { "bit": 11, "ppl": 6.908402919769287 }, { "bit": 12, "ppl": 6.907306671142578 }, { "bit": 13, "ppl": 6.907806396484375 }, { "bit": 14, "ppl": 6.90715217590332 }, { "bit": 15, "ppl": 6.907933712005615 } ] }, { "layer.3.mlp.down_proj": [ { "bit": 1, "ppl": 7.070032119750977 }, { "bit": 2, "ppl": 6.943642616271973 }, { "bit": 3, "ppl": 6.921612739562988 }, { "bit": 4, "ppl": 6.913483142852783 }, { "bit": 5, "ppl": 6.912973403930664 }, { "bit": 6, "ppl": 6.90932035446167 }, { "bit": 7, "ppl": 6.910254001617432 }, { "bit": 8, "ppl": 6.909428119659424 }, { "bit": 9, "ppl": 6.909573078155518 }, { "bit": 10, "ppl": 6.9081220626831055 }, { "bit": 11, "ppl": 6.90867280960083 }, { "bit": 12, "ppl": 6.9077959060668945 }, { "bit": 13, "ppl": 6.908421516418457 }, { "bit": 14, "ppl": 6.9075140953063965 }, { "bit": 15, "ppl": 6.90802526473999 } ] }, { "layer.4.self_attn.q_proj": [ { "bit": 1, "ppl": 6.961235523223877 }, { "bit": 2, "ppl": 6.923030376434326 }, { "bit": 3, "ppl": 6.912296772003174 }, { "bit": 4, "ppl": 6.910195827484131 }, { "bit": 5, "ppl": 6.909144878387451 }, { "bit": 6, "ppl": 6.908073902130127 }, { "bit": 7, "ppl": 6.90758752822876 }, { "bit": 8, "ppl": 6.907370090484619 }, { "bit": 9, "ppl": 6.90744161605835 }, { "bit": 10, "ppl": 6.907195568084717 }, { "bit": 11, "ppl": 6.907288551330566 }, { "bit": 12, "ppl": 6.907137393951416 }, { "bit": 13, "ppl": 6.907292366027832 }, { "bit": 14, "ppl": 6.90698766708374 }, { "bit": 15, "ppl": 6.9072418212890625 } ] }, { "layer.4.self_attn.k_proj": [ { "bit": 1, "ppl": 6.970373630523682 }, { "bit": 2, "ppl": 6.9344964027404785 }, { "bit": 3, "ppl": 6.926009178161621 }, { "bit": 4, "ppl": 6.913519859313965 }, { "bit": 5, "ppl": 6.91057014465332 }, { "bit": 6, "ppl": 6.909524917602539 }, { "bit": 7, "ppl": 6.9088850021362305 }, { "bit": 8, "ppl": 6.908304214477539 }, { "bit": 9, "ppl": 6.907792091369629 }, { "bit": 10, "ppl": 6.907427787780762 }, { "bit": 11, "ppl": 6.907452583312988 }, { "bit": 12, "ppl": 6.907113075256348 }, { "bit": 13, "ppl": 6.907291889190674 }, { "bit": 14, "ppl": 6.907078266143799 }, { "bit": 15, "ppl": 6.907210826873779 } ] }, { "layer.4.self_attn.v_proj": [ { "bit": 1, "ppl": 6.969675540924072 }, { "bit": 2, "ppl": 6.9270124435424805 }, { "bit": 3, "ppl": 6.919107913970947 }, { "bit": 4, "ppl": 6.912379264831543 }, { "bit": 5, "ppl": 6.911349296569824 }, { "bit": 6, "ppl": 6.911016464233398 }, { "bit": 7, "ppl": 6.910663604736328 }, { "bit": 8, "ppl": 6.908716678619385 }, { "bit": 9, "ppl": 6.909291744232178 }, { "bit": 10, "ppl": 6.9088287353515625 }, { "bit": 11, "ppl": 6.909020900726318 }, { "bit": 12, "ppl": 6.908129692077637 }, { "bit": 13, "ppl": 6.90871000289917 }, { "bit": 14, "ppl": 6.907535552978516 }, { "bit": 15, "ppl": 6.907822132110596 } ] }, { "layer.4.self_attn.o_proj": [ { "bit": 1, "ppl": 6.976510047912598 }, { "bit": 2, "ppl": 6.928829193115234 }, { "bit": 3, "ppl": 6.915250301361084 }, { "bit": 4, "ppl": 6.911697864532471 }, { "bit": 5, "ppl": 6.909487247467041 }, { "bit": 6, "ppl": 6.90840482711792 }, { "bit": 7, "ppl": 6.907526969909668 }, { "bit": 8, "ppl": 6.907530784606934 }, { "bit": 9, "ppl": 6.90740966796875 }, { "bit": 10, "ppl": 6.9072771072387695 }, { "bit": 11, "ppl": 6.906832695007324 }, { "bit": 12, "ppl": 6.9071502685546875 }, { "bit": 13, "ppl": 6.907318115234375 }, { "bit": 14, "ppl": 6.907237529754639 }, { "bit": 15, "ppl": 6.906987190246582 } ] }, { "layer.4.mlp.gate_proj": [ { "bit": 1, "ppl": 7.0868754386901855 }, { "bit": 2, "ppl": 6.946122169494629 }, { "bit": 3, "ppl": 6.920115947723389 }, { "bit": 4, "ppl": 6.912610054016113 }, { "bit": 5, "ppl": 6.910382270812988 }, { "bit": 6, "ppl": 6.909005641937256 }, { "bit": 7, "ppl": 6.907793045043945 }, { "bit": 8, "ppl": 6.90781307220459 }, { "bit": 9, "ppl": 6.907676696777344 }, { "bit": 10, "ppl": 6.906914234161377 }, { "bit": 11, "ppl": 6.907301902770996 }, { "bit": 12, "ppl": 6.9073486328125 }, { "bit": 13, "ppl": 6.907412052154541 }, { "bit": 14, "ppl": 6.907279014587402 }, { "bit": 15, "ppl": 6.907082557678223 } ] }, { "layer.4.mlp.up_proj": [ { "bit": 1, "ppl": 7.057493209838867 }, { "bit": 2, "ppl": 6.9432597160339355 }, { "bit": 3, "ppl": 6.920480728149414 }, { "bit": 4, "ppl": 6.916340351104736 }, { "bit": 5, "ppl": 6.910518169403076 }, { "bit": 6, "ppl": 6.908317565917969 }, { "bit": 7, "ppl": 6.907904624938965 }, { "bit": 8, "ppl": 6.908218860626221 }, { "bit": 9, "ppl": 6.908153057098389 }, { "bit": 10, "ppl": 6.907543182373047 }, { "bit": 11, "ppl": 6.907912731170654 }, { "bit": 12, "ppl": 6.907444477081299 }, { "bit": 13, "ppl": 6.907621383666992 }, { "bit": 14, "ppl": 6.907271862030029 }, { "bit": 15, "ppl": 6.907552242279053 } ] }, { "layer.4.mlp.down_proj": [ { "bit": 1, "ppl": 7.054969787597656 }, { "bit": 2, "ppl": 6.951193332672119 }, { "bit": 3, "ppl": 6.923913478851318 }, { "bit": 4, "ppl": 6.913524627685547 }, { "bit": 5, "ppl": 6.911003589630127 }, { "bit": 6, "ppl": 6.90930700302124 }, { "bit": 7, "ppl": 6.908636569976807 }, { "bit": 8, "ppl": 6.908820152282715 }, { "bit": 9, "ppl": 6.907886028289795 }, { "bit": 10, "ppl": 6.908158302307129 }, { "bit": 11, "ppl": 6.907639503479004 }, { "bit": 12, "ppl": 6.907412052154541 }, { "bit": 13, "ppl": 6.907143592834473 }, { "bit": 14, "ppl": 6.907104015350342 }, { "bit": 15, "ppl": 6.907166957855225 } ] }, { "layer.5.self_attn.q_proj": [ { "bit": 1, "ppl": 6.975397109985352 }, { "bit": 2, "ppl": 6.922878265380859 }, { "bit": 3, "ppl": 6.912781715393066 }, { "bit": 4, "ppl": 6.910853385925293 }, { "bit": 5, "ppl": 6.909581184387207 }, { "bit": 6, "ppl": 6.908894062042236 }, { "bit": 7, "ppl": 6.908113956451416 }, { "bit": 8, "ppl": 6.908254146575928 }, { "bit": 9, "ppl": 6.908013343811035 }, { "bit": 10, "ppl": 6.907662391662598 }, { "bit": 11, "ppl": 6.907777786254883 }, { "bit": 12, "ppl": 6.907506465911865 }, { "bit": 13, "ppl": 6.907288074493408 }, { "bit": 14, "ppl": 6.907079696655273 }, { "bit": 15, "ppl": 6.907249927520752 } ] }, { "layer.5.self_attn.k_proj": [ { "bit": 1, "ppl": 6.988499641418457 }, { "bit": 2, "ppl": 6.932688236236572 }, { "bit": 3, "ppl": 6.916193008422852 }, { "bit": 4, "ppl": 6.91042947769165 }, { "bit": 5, "ppl": 6.909054279327393 }, { "bit": 6, "ppl": 6.908298492431641 }, { "bit": 7, "ppl": 6.907874584197998 }, { "bit": 8, "ppl": 6.907629489898682 }, { "bit": 9, "ppl": 6.907593727111816 }, { "bit": 10, "ppl": 6.907679080963135 }, { "bit": 11, "ppl": 6.907461643218994 }, { "bit": 12, "ppl": 6.907250881195068 }, { "bit": 13, "ppl": 6.907223701477051 }, { "bit": 14, "ppl": 6.907074451446533 }, { "bit": 15, "ppl": 6.907189846038818 } ] }, { "layer.5.self_attn.v_proj": [ { "bit": 1, "ppl": 6.966733455657959 }, { "bit": 2, "ppl": 6.930693626403809 }, { "bit": 3, "ppl": 6.918799877166748 }, { "bit": 4, "ppl": 6.914317607879639 }, { "bit": 5, "ppl": 6.911938667297363 }, { "bit": 6, "ppl": 6.910081386566162 }, { "bit": 7, "ppl": 6.910395622253418 }, { "bit": 8, "ppl": 6.909022808074951 }, { "bit": 9, "ppl": 6.908977508544922 }, { "bit": 10, "ppl": 6.908592224121094 }, { "bit": 11, "ppl": 6.907810688018799 }, { "bit": 12, "ppl": 6.907614231109619 }, { "bit": 13, "ppl": 6.90762186050415 }, { "bit": 14, "ppl": 6.9075846672058105 }, { "bit": 15, "ppl": 6.907217979431152 } ] }, { "layer.5.self_attn.o_proj": [ { "bit": 1, "ppl": 6.983314514160156 }, { "bit": 2, "ppl": 6.932599067687988 }, { "bit": 3, "ppl": 6.918915748596191 }, { "bit": 4, "ppl": 6.913824558258057 }, { "bit": 5, "ppl": 6.910881042480469 }, { "bit": 6, "ppl": 6.90963888168335 }, { "bit": 7, "ppl": 6.908569812774658 }, { "bit": 8, "ppl": 6.90836238861084 }, { "bit": 9, "ppl": 6.907985210418701 }, { "bit": 10, "ppl": 6.90778923034668 }, { "bit": 11, "ppl": 6.9075775146484375 }, { "bit": 12, "ppl": 6.907505989074707 }, { "bit": 13, "ppl": 6.907395839691162 }, { "bit": 14, "ppl": 6.9072160720825195 }, { "bit": 15, "ppl": 6.907261371612549 } ] }, { "layer.5.mlp.gate_proj": [ { "bit": 1, "ppl": 7.040334224700928 }, { "bit": 2, "ppl": 6.936123371124268 }, { "bit": 3, "ppl": 6.9196038246154785 }, { "bit": 4, "ppl": 6.912895679473877 }, { "bit": 5, "ppl": 6.910045623779297 }, { "bit": 6, "ppl": 6.910579204559326 }, { "bit": 7, "ppl": 6.909228324890137 }, { "bit": 8, "ppl": 6.909442901611328 }, { "bit": 9, "ppl": 6.908129692077637 }, { "bit": 10, "ppl": 6.908148288726807 }, { "bit": 11, "ppl": 6.9077959060668945 }, { "bit": 12, "ppl": 6.907797813415527 }, { "bit": 13, "ppl": 6.907279014587402 }, { "bit": 14, "ppl": 6.907413482666016 }, { "bit": 15, "ppl": 6.906955718994141 } ] }, { "layer.5.mlp.up_proj": [ { "bit": 1, "ppl": 7.03515100479126 }, { "bit": 2, "ppl": 6.942553997039795 }, { "bit": 3, "ppl": 6.919739723205566 }, { "bit": 4, "ppl": 6.913476943969727 }, { "bit": 5, "ppl": 6.912459850311279 }, { "bit": 6, "ppl": 6.909955024719238 }, { "bit": 7, "ppl": 6.909387111663818 }, { "bit": 8, "ppl": 6.909087181091309 }, { "bit": 9, "ppl": 6.9088616371154785 }, { "bit": 10, "ppl": 6.908474445343018 }, { "bit": 11, "ppl": 6.908486843109131 }, { "bit": 12, "ppl": 6.907973289489746 }, { "bit": 13, "ppl": 6.907867431640625 }, { "bit": 14, "ppl": 6.907604694366455 }, { "bit": 15, "ppl": 6.907685279846191 } ] }, { "layer.5.mlp.down_proj": [ { "bit": 1, "ppl": 7.040537357330322 }, { "bit": 2, "ppl": 6.956263542175293 }, { "bit": 3, "ppl": 6.92106294631958 }, { "bit": 4, "ppl": 6.915977954864502 }, { "bit": 5, "ppl": 6.911322116851807 }, { "bit": 6, "ppl": 6.909080505371094 }, { "bit": 7, "ppl": 6.909396648406982 }, { "bit": 8, "ppl": 6.908679962158203 }, { "bit": 9, "ppl": 6.908668518066406 }, { "bit": 10, "ppl": 6.908229351043701 }, { "bit": 11, "ppl": 6.908242702484131 }, { "bit": 12, "ppl": 6.907858371734619 }, { "bit": 13, "ppl": 6.907358646392822 }, { "bit": 14, "ppl": 6.907262325286865 }, { "bit": 15, "ppl": 6.907454490661621 } ] }, { "layer.6.self_attn.q_proj": [ { "bit": 1, "ppl": 6.966634750366211 }, { "bit": 2, "ppl": 6.925357341766357 }, { "bit": 3, "ppl": 6.9120988845825195 }, { "bit": 4, "ppl": 6.9109039306640625 }, { "bit": 5, "ppl": 6.9102559089660645 }, { "bit": 6, "ppl": 6.908910751342773 }, { "bit": 7, "ppl": 6.908687591552734 }, { "bit": 8, "ppl": 6.908205986022949 }, { "bit": 9, "ppl": 6.907902717590332 }, { "bit": 10, "ppl": 6.907854080200195 }, { "bit": 11, "ppl": 6.907621383666992 }, { "bit": 12, "ppl": 6.907589912414551 }, { "bit": 13, "ppl": 6.907435894012451 }, { "bit": 14, "ppl": 6.907237529754639 }, { "bit": 15, "ppl": 6.907262802124023 } ] }, { "layer.6.self_attn.k_proj": [ { "bit": 1, "ppl": 6.953537464141846 }, { "bit": 2, "ppl": 6.921460151672363 }, { "bit": 3, "ppl": 6.909873008728027 }, { "bit": 4, "ppl": 6.908064365386963 }, { "bit": 5, "ppl": 6.907285213470459 }, { "bit": 6, "ppl": 6.907010078430176 }, { "bit": 7, "ppl": 6.906959056854248 }, { "bit": 8, "ppl": 6.907042980194092 }, { "bit": 9, "ppl": 6.907123565673828 }, { "bit": 10, "ppl": 6.907497406005859 }, { "bit": 11, "ppl": 6.9073309898376465 }, { "bit": 12, "ppl": 6.9071455001831055 }, { "bit": 13, "ppl": 6.907339572906494 }, { "bit": 14, "ppl": 6.907132148742676 }, { "bit": 15, "ppl": 6.907402038574219 } ] }, { "layer.6.self_attn.v_proj": [ { "bit": 1, "ppl": 6.969988822937012 }, { "bit": 2, "ppl": 6.930638790130615 }, { "bit": 3, "ppl": 6.919771194458008 }, { "bit": 4, "ppl": 6.914286136627197 }, { "bit": 5, "ppl": 6.910737991333008 }, { "bit": 6, "ppl": 6.910048007965088 }, { "bit": 7, "ppl": 6.909079551696777 }, { "bit": 8, "ppl": 6.9093122482299805 }, { "bit": 9, "ppl": 6.909111022949219 }, { "bit": 10, "ppl": 6.908706188201904 }, { "bit": 11, "ppl": 6.908925533294678 }, { "bit": 12, "ppl": 6.9080657958984375 }, { "bit": 13, "ppl": 6.908247947692871 }, { "bit": 14, "ppl": 6.907683849334717 }, { "bit": 15, "ppl": 6.907291889190674 } ] }, { "layer.6.self_attn.o_proj": [ { "bit": 1, "ppl": 6.995301246643066 }, { "bit": 2, "ppl": 6.9347310066223145 }, { "bit": 3, "ppl": 6.91862154006958 }, { "bit": 4, "ppl": 6.915557384490967 }, { "bit": 5, "ppl": 6.912364482879639 }, { "bit": 6, "ppl": 6.910270690917969 }, { "bit": 7, "ppl": 6.9094438552856445 }, { "bit": 8, "ppl": 6.908837795257568 }, { "bit": 9, "ppl": 6.908803939819336 }, { "bit": 10, "ppl": 6.907891273498535 }, { "bit": 11, "ppl": 6.908289909362793 }, { "bit": 12, "ppl": 6.907700061798096 }, { "bit": 13, "ppl": 6.908143520355225 }, { "bit": 14, "ppl": 6.9073166847229 }, { "bit": 15, "ppl": 6.907468318939209 } ] }, { "layer.6.mlp.gate_proj": [ { "bit": 1, "ppl": 7.020150661468506 }, { "bit": 2, "ppl": 6.939055919647217 }, { "bit": 3, "ppl": 6.919776439666748 }, { "bit": 4, "ppl": 6.914678573608398 }, { "bit": 5, "ppl": 6.911395072937012 }, { "bit": 6, "ppl": 6.909340858459473 }, { "bit": 7, "ppl": 6.909256935119629 }, { "bit": 8, "ppl": 6.908429145812988 }, { "bit": 9, "ppl": 6.908224105834961 }, { "bit": 10, "ppl": 6.9078450202941895 }, { "bit": 11, "ppl": 6.907868385314941 }, { "bit": 12, "ppl": 6.907794952392578 }, { "bit": 13, "ppl": 6.907280921936035 }, { "bit": 14, "ppl": 6.90737247467041 }, { "bit": 15, "ppl": 6.9070916175842285 } ] }, { "layer.6.mlp.up_proj": [ { "bit": 1, "ppl": 7.024473667144775 }, { "bit": 2, "ppl": 6.938831329345703 }, { "bit": 3, "ppl": 6.918755054473877 }, { "bit": 4, "ppl": 6.912784576416016 }, { "bit": 5, "ppl": 6.910966873168945 }, { "bit": 6, "ppl": 6.9087677001953125 }, { "bit": 7, "ppl": 6.908751010894775 }, { "bit": 8, "ppl": 6.907917022705078 }, { "bit": 9, "ppl": 6.908185005187988 }, { "bit": 10, "ppl": 6.908010005950928 }, { "bit": 11, "ppl": 6.9079060554504395 }, { "bit": 12, "ppl": 6.907476425170898 }, { "bit": 13, "ppl": 6.907234191894531 }, { "bit": 14, "ppl": 6.907148838043213 }, { "bit": 15, "ppl": 6.907352924346924 } ] }, { "layer.6.mlp.down_proj": [ { "bit": 1, "ppl": 7.030467510223389 }, { "bit": 2, "ppl": 6.936219692230225 }, { "bit": 3, "ppl": 6.916916847229004 }, { "bit": 4, "ppl": 6.911741256713867 }, { "bit": 5, "ppl": 6.909398555755615 }, { "bit": 6, "ppl": 6.908877849578857 }, { "bit": 7, "ppl": 6.908556938171387 }, { "bit": 8, "ppl": 6.907443046569824 }, { "bit": 9, "ppl": 6.907140254974365 }, { "bit": 10, "ppl": 6.9071831703186035 }, { "bit": 11, "ppl": 6.906931400299072 }, { "bit": 12, "ppl": 6.906667709350586 }, { "bit": 13, "ppl": 6.906736850738525 }, { "bit": 14, "ppl": 6.907072067260742 }, { "bit": 15, "ppl": 6.906898021697998 } ] }, { "layer.7.self_attn.q_proj": [ { "bit": 1, "ppl": 6.964315414428711 }, { "bit": 2, "ppl": 6.921219825744629 }, { "bit": 3, "ppl": 6.912787437438965 }, { "bit": 4, "ppl": 6.910029411315918 }, { "bit": 5, "ppl": 6.907939434051514 }, { "bit": 6, "ppl": 6.907866954803467 }, { "bit": 7, "ppl": 6.907935619354248 }, { "bit": 8, "ppl": 6.907275199890137 }, { "bit": 9, "ppl": 6.907496929168701 }, { "bit": 10, "ppl": 6.907331943511963 }, { "bit": 11, "ppl": 6.9072489738464355 }, { "bit": 12, "ppl": 6.907159328460693 }, { "bit": 13, "ppl": 6.907268524169922 }, { "bit": 14, "ppl": 6.9071245193481445 }, { "bit": 15, "ppl": 6.9072771072387695 } ] }, { "layer.7.self_attn.k_proj": [ { "bit": 1, "ppl": 6.944979667663574 }, { "bit": 2, "ppl": 6.917820453643799 }, { "bit": 3, "ppl": 6.91497802734375 }, { "bit": 4, "ppl": 6.911879062652588 }, { "bit": 5, "ppl": 6.911466121673584 }, { "bit": 6, "ppl": 6.9108567237854 }, { "bit": 7, "ppl": 6.909835338592529 }, { "bit": 8, "ppl": 6.90962553024292 }, { "bit": 9, "ppl": 6.909278392791748 }, { "bit": 10, "ppl": 6.909115791320801 }, { "bit": 11, "ppl": 6.908731460571289 }, { "bit": 12, "ppl": 6.908475875854492 }, { "bit": 13, "ppl": 6.907960414886475 }, { "bit": 14, "ppl": 6.907729148864746 }, { "bit": 15, "ppl": 6.907383918762207 } ] }, { "layer.7.self_attn.v_proj": [ { "bit": 1, "ppl": 6.971019268035889 }, { "bit": 2, "ppl": 6.926301002502441 }, { "bit": 3, "ppl": 6.917834758758545 }, { "bit": 4, "ppl": 6.915216445922852 }, { "bit": 5, "ppl": 6.911431789398193 }, { "bit": 6, "ppl": 6.911467552185059 }, { "bit": 7, "ppl": 6.909976005554199 }, { "bit": 8, "ppl": 6.909539222717285 }, { "bit": 9, "ppl": 6.909505844116211 }, { "bit": 10, "ppl": 6.909191131591797 }, { "bit": 11, "ppl": 6.908594131469727 }, { "bit": 12, "ppl": 6.908517837524414 }, { "bit": 13, "ppl": 6.908138275146484 }, { "bit": 14, "ppl": 6.908023834228516 }, { "bit": 15, "ppl": 6.907292366027832 } ] }, { "layer.7.self_attn.o_proj": [ { "bit": 1, "ppl": 6.995482921600342 }, { "bit": 2, "ppl": 6.9360504150390625 }, { "bit": 3, "ppl": 6.921062469482422 }, { "bit": 4, "ppl": 6.914378643035889 }, { "bit": 5, "ppl": 6.911377906799316 }, { "bit": 6, "ppl": 6.9098310470581055 }, { "bit": 7, "ppl": 6.908687114715576 }, { "bit": 8, "ppl": 6.908401966094971 }, { "bit": 9, "ppl": 6.907653331756592 }, { "bit": 10, "ppl": 6.907839298248291 }, { "bit": 11, "ppl": 6.907373428344727 }, { "bit": 12, "ppl": 6.907367706298828 }, { "bit": 13, "ppl": 6.907519340515137 }, { "bit": 14, "ppl": 6.907358646392822 }, { "bit": 15, "ppl": 6.907148838043213 } ] }, { "layer.7.mlp.gate_proj": [ { "bit": 1, "ppl": 7.0344767570495605 }, { "bit": 2, "ppl": 6.943413257598877 }, { "bit": 3, "ppl": 6.921960353851318 }, { "bit": 4, "ppl": 6.915449142456055 }, { "bit": 5, "ppl": 6.91142463684082 }, { "bit": 6, "ppl": 6.910419464111328 }, { "bit": 7, "ppl": 6.909255027770996 }, { "bit": 8, "ppl": 6.908626556396484 }, { "bit": 9, "ppl": 6.908326625823975 }, { "bit": 10, "ppl": 6.907938003540039 }, { "bit": 11, "ppl": 6.907641410827637 }, { "bit": 12, "ppl": 6.907548904418945 }, { "bit": 13, "ppl": 6.907435417175293 }, { "bit": 14, "ppl": 6.9072442054748535 }, { "bit": 15, "ppl": 6.907369136810303 } ] }, { "layer.7.mlp.up_proj": [ { "bit": 1, "ppl": 7.010562896728516 }, { "bit": 2, "ppl": 6.939712047576904 }, { "bit": 3, "ppl": 6.9173479080200195 }, { "bit": 4, "ppl": 6.91404914855957 }, { "bit": 5, "ppl": 6.911431789398193 }, { "bit": 6, "ppl": 6.909096717834473 }, { "bit": 7, "ppl": 6.908849239349365 }, { "bit": 8, "ppl": 6.908751964569092 }, { "bit": 9, "ppl": 6.908102989196777 }, { "bit": 10, "ppl": 6.907732963562012 }, { "bit": 11, "ppl": 6.907240390777588 }, { "bit": 12, "ppl": 6.907677173614502 }, { "bit": 13, "ppl": 6.907196998596191 }, { "bit": 14, "ppl": 6.907197952270508 }, { "bit": 15, "ppl": 6.907019138336182 } ] }, { "layer.7.mlp.down_proj": [ { "bit": 1, "ppl": 7.027820587158203 }, { "bit": 2, "ppl": 6.946230888366699 }, { "bit": 3, "ppl": 6.920037746429443 }, { "bit": 4, "ppl": 6.914144515991211 }, { "bit": 5, "ppl": 6.911065578460693 }, { "bit": 6, "ppl": 6.909851551055908 }, { "bit": 7, "ppl": 6.909726142883301 }, { "bit": 8, "ppl": 6.9088335037231445 }, { "bit": 9, "ppl": 6.908487796783447 }, { "bit": 10, "ppl": 6.9075093269348145 }, { "bit": 11, "ppl": 6.908085823059082 }, { "bit": 12, "ppl": 6.907614231109619 }, { "bit": 13, "ppl": 6.907320022583008 }, { "bit": 14, "ppl": 6.907134056091309 }, { "bit": 15, "ppl": 6.907110214233398 } ] }, { "layer.8.self_attn.q_proj": [ { "bit": 1, "ppl": 6.959736347198486 }, { "bit": 2, "ppl": 6.92282247543335 }, { "bit": 3, "ppl": 6.913491725921631 }, { "bit": 4, "ppl": 6.909369945526123 }, { "bit": 5, "ppl": 6.908071994781494 }, { "bit": 6, "ppl": 6.907591819763184 }, { "bit": 7, "ppl": 6.907932281494141 }, { "bit": 8, "ppl": 6.907752990722656 }, { "bit": 9, "ppl": 6.9075846672058105 }, { "bit": 10, "ppl": 6.9073872566223145 }, { "bit": 11, "ppl": 6.907399654388428 }, { "bit": 12, "ppl": 6.907229423522949 }, { "bit": 13, "ppl": 6.907204627990723 }, { "bit": 14, "ppl": 6.907144546508789 }, { "bit": 15, "ppl": 6.907193183898926 } ] }, { "layer.8.self_attn.k_proj": [ { "bit": 1, "ppl": 6.94169282913208 }, { "bit": 2, "ppl": 6.919989109039307 }, { "bit": 3, "ppl": 6.911964416503906 }, { "bit": 4, "ppl": 6.910747528076172 }, { "bit": 5, "ppl": 6.90947961807251 }, { "bit": 6, "ppl": 6.90914249420166 }, { "bit": 7, "ppl": 6.908915996551514 }, { "bit": 8, "ppl": 6.9084858894348145 }, { "bit": 9, "ppl": 6.908443450927734 }, { "bit": 10, "ppl": 6.907999038696289 }, { "bit": 11, "ppl": 6.908113956451416 }, { "bit": 12, "ppl": 6.90781831741333 }, { "bit": 13, "ppl": 6.907870769500732 }, { "bit": 14, "ppl": 6.907363414764404 }, { "bit": 15, "ppl": 6.9075493812561035 } ] }, { "layer.8.self_attn.v_proj": [ { "bit": 1, "ppl": 6.9694504737854 }, { "bit": 2, "ppl": 6.927297592163086 }, { "bit": 3, "ppl": 6.9166083335876465 }, { "bit": 4, "ppl": 6.913750648498535 }, { "bit": 5, "ppl": 6.910387992858887 }, { "bit": 6, "ppl": 6.908914566040039 }, { "bit": 7, "ppl": 6.909303188323975 }, { "bit": 8, "ppl": 6.9086012840271 }, { "bit": 9, "ppl": 6.908487796783447 }, { "bit": 10, "ppl": 6.908081531524658 }, { "bit": 11, "ppl": 6.90828800201416 }, { "bit": 12, "ppl": 6.907846927642822 }, { "bit": 13, "ppl": 6.9077019691467285 }, { "bit": 14, "ppl": 6.907367706298828 }, { "bit": 15, "ppl": 6.907619476318359 } ] }, { "layer.8.self_attn.o_proj": [ { "bit": 1, "ppl": 7.015966892242432 }, { "bit": 2, "ppl": 6.944742679595947 }, { "bit": 3, "ppl": 6.923358917236328 }, { "bit": 4, "ppl": 6.917198657989502 }, { "bit": 5, "ppl": 6.912625312805176 }, { "bit": 6, "ppl": 6.911031246185303 }, { "bit": 7, "ppl": 6.910257816314697 }, { "bit": 8, "ppl": 6.909205913543701 }, { "bit": 9, "ppl": 6.909512996673584 }, { "bit": 10, "ppl": 6.90848445892334 }, { "bit": 11, "ppl": 6.9085845947265625 }, { "bit": 12, "ppl": 6.908153057098389 }, { "bit": 13, "ppl": 6.907870769500732 }, { "bit": 14, "ppl": 6.907608509063721 }, { "bit": 15, "ppl": 6.907703399658203 } ] }, { "layer.8.mlp.gate_proj": [ { "bit": 1, "ppl": 7.005594730377197 }, { "bit": 2, "ppl": 6.9352498054504395 }, { "bit": 3, "ppl": 6.919464111328125 }, { "bit": 4, "ppl": 6.912816047668457 }, { "bit": 5, "ppl": 6.911102294921875 }, { "bit": 6, "ppl": 6.910166263580322 }, { "bit": 7, "ppl": 6.908636569976807 }, { "bit": 8, "ppl": 6.908488750457764 }, { "bit": 9, "ppl": 6.908330917358398 }, { "bit": 10, "ppl": 6.90789794921875 }, { "bit": 11, "ppl": 6.9075775146484375 }, { "bit": 12, "ppl": 6.9076714515686035 }, { "bit": 13, "ppl": 6.907425403594971 }, { "bit": 14, "ppl": 6.907197952270508 }, { "bit": 15, "ppl": 6.907240390777588 } ] }, { "layer.8.mlp.up_proj": [ { "bit": 1, "ppl": 7.005624294281006 }, { "bit": 2, "ppl": 6.936917304992676 }, { "bit": 3, "ppl": 6.922224044799805 }, { "bit": 4, "ppl": 6.914896488189697 }, { "bit": 5, "ppl": 6.9127960205078125 }, { "bit": 6, "ppl": 6.911390781402588 }, { "bit": 7, "ppl": 6.910084247589111 }, { "bit": 8, "ppl": 6.909718036651611 }, { "bit": 9, "ppl": 6.90882682800293 }, { "bit": 10, "ppl": 6.908611297607422 }, { "bit": 11, "ppl": 6.908451080322266 }, { "bit": 12, "ppl": 6.907758712768555 }, { "bit": 13, "ppl": 6.907688617706299 }, { "bit": 14, "ppl": 6.907505989074707 }, { "bit": 15, "ppl": 6.90756893157959 } ] }, { "layer.8.mlp.down_proj": [ { "bit": 1, "ppl": 7.011799335479736 }, { "bit": 2, "ppl": 6.943898677825928 }, { "bit": 3, "ppl": 6.921384334564209 }, { "bit": 4, "ppl": 6.915756702423096 }, { "bit": 5, "ppl": 6.912452220916748 }, { "bit": 6, "ppl": 6.910672187805176 }, { "bit": 7, "ppl": 6.909247875213623 }, { "bit": 8, "ppl": 6.9088287353515625 }, { "bit": 9, "ppl": 6.908259868621826 }, { "bit": 10, "ppl": 6.908121109008789 }, { "bit": 11, "ppl": 6.9075493812561035 }, { "bit": 12, "ppl": 6.907919406890869 }, { "bit": 13, "ppl": 6.907153129577637 }, { "bit": 14, "ppl": 6.906989574432373 }, { "bit": 15, "ppl": 6.906928062438965 } ] }, { "layer.9.self_attn.q_proj": [ { "bit": 1, "ppl": 6.958330154418945 }, { "bit": 2, "ppl": 6.919362545013428 }, { "bit": 3, "ppl": 6.911993503570557 }, { "bit": 4, "ppl": 6.908884048461914 }, { "bit": 5, "ppl": 6.9083452224731445 }, { "bit": 6, "ppl": 6.907422065734863 }, { "bit": 7, "ppl": 6.907537937164307 }, { "bit": 8, "ppl": 6.90737771987915 }, { "bit": 9, "ppl": 6.9073591232299805 }, { "bit": 10, "ppl": 6.907318115234375 }, { "bit": 11, "ppl": 6.907312393188477 }, { "bit": 12, "ppl": 6.907308578491211 }, { "bit": 13, "ppl": 6.9072585105896 }, { "bit": 14, "ppl": 6.907092571258545 }, { "bit": 15, "ppl": 6.907130241394043 } ] }, { "layer.9.self_attn.k_proj": [ { "bit": 1, "ppl": 6.945456504821777 }, { "bit": 2, "ppl": 6.925421237945557 }, { "bit": 3, "ppl": 6.916987895965576 }, { "bit": 4, "ppl": 6.914661407470703 }, { "bit": 5, "ppl": 6.913592338562012 }, { "bit": 6, "ppl": 6.912720203399658 }, { "bit": 7, "ppl": 6.912092685699463 }, { "bit": 8, "ppl": 6.91119909286499 }, { "bit": 9, "ppl": 6.910773277282715 }, { "bit": 10, "ppl": 6.910053253173828 }, { "bit": 11, "ppl": 6.9094367027282715 }, { "bit": 12, "ppl": 6.908540725708008 }, { "bit": 13, "ppl": 6.908205986022949 }, { "bit": 14, "ppl": 6.907802104949951 }, { "bit": 15, "ppl": 6.907173156738281 } ] }, { "layer.9.self_attn.v_proj": [ { "bit": 1, "ppl": 6.954606533050537 }, { "bit": 2, "ppl": 6.9215922355651855 }, { "bit": 3, "ppl": 6.909464359283447 }, { "bit": 4, "ppl": 6.90958833694458 }, { "bit": 5, "ppl": 6.906893730163574 }, { "bit": 6, "ppl": 6.907740116119385 }, { "bit": 7, "ppl": 6.907835483551025 }, { "bit": 8, "ppl": 6.907374382019043 }, { "bit": 9, "ppl": 6.907385349273682 }, { "bit": 10, "ppl": 6.90723991394043 }, { "bit": 11, "ppl": 6.907016754150391 }, { "bit": 12, "ppl": 6.907280445098877 }, { "bit": 13, "ppl": 6.907321453094482 }, { "bit": 14, "ppl": 6.90720272064209 }, { "bit": 15, "ppl": 6.907158374786377 } ] }, { "layer.9.self_attn.o_proj": [ { "bit": 1, "ppl": 7.011478900909424 }, { "bit": 2, "ppl": 6.944166660308838 }, { "bit": 3, "ppl": 6.917726993560791 }, { "bit": 4, "ppl": 6.912417888641357 }, { "bit": 5, "ppl": 6.911012172698975 }, { "bit": 6, "ppl": 6.909390926361084 }, { "bit": 7, "ppl": 6.909142971038818 }, { "bit": 8, "ppl": 6.908503532409668 }, { "bit": 9, "ppl": 6.9082932472229 }, { "bit": 10, "ppl": 6.907928943634033 }, { "bit": 11, "ppl": 6.907813549041748 }, { "bit": 12, "ppl": 6.907705783843994 }, { "bit": 13, "ppl": 6.907196044921875 }, { "bit": 14, "ppl": 6.9072489738464355 }, { "bit": 15, "ppl": 6.907225608825684 } ] }, { "layer.9.mlp.gate_proj": [ { "bit": 1, "ppl": 7.013587474822998 }, { "bit": 2, "ppl": 6.938987731933594 }, { "bit": 3, "ppl": 6.917421817779541 }, { "bit": 4, "ppl": 6.912566184997559 }, { "bit": 5, "ppl": 6.910486221313477 }, { "bit": 6, "ppl": 6.909576416015625 }, { "bit": 7, "ppl": 6.9083075523376465 }, { "bit": 8, "ppl": 6.908204078674316 }, { "bit": 9, "ppl": 6.908042907714844 }, { "bit": 10, "ppl": 6.907721996307373 }, { "bit": 11, "ppl": 6.907614231109619 }, { "bit": 12, "ppl": 6.907295227050781 }, { "bit": 13, "ppl": 6.906989097595215 }, { "bit": 14, "ppl": 6.907104015350342 }, { "bit": 15, "ppl": 6.907315731048584 } ] }, { "layer.9.mlp.up_proj": [ { "bit": 1, "ppl": 7.006000518798828 }, { "bit": 2, "ppl": 6.940859317779541 }, { "bit": 3, "ppl": 6.921349048614502 }, { "bit": 4, "ppl": 6.913704872131348 }, { "bit": 5, "ppl": 6.911437511444092 }, { "bit": 6, "ppl": 6.910538673400879 }, { "bit": 7, "ppl": 6.909080505371094 }, { "bit": 8, "ppl": 6.9091877937316895 }, { "bit": 9, "ppl": 6.908347129821777 }, { "bit": 10, "ppl": 6.908044338226318 }, { "bit": 11, "ppl": 6.907954692840576 }, { "bit": 12, "ppl": 6.907618999481201 }, { "bit": 13, "ppl": 6.907317638397217 }, { "bit": 14, "ppl": 6.907332897186279 }, { "bit": 15, "ppl": 6.907110214233398 } ] }, { "layer.9.mlp.down_proj": [ { "bit": 1, "ppl": 7.01280403137207 }, { "bit": 2, "ppl": 6.939004898071289 }, { "bit": 3, "ppl": 6.919327735900879 }, { "bit": 4, "ppl": 6.91433572769165 }, { "bit": 5, "ppl": 6.912436008453369 }, { "bit": 6, "ppl": 6.910113334655762 }, { "bit": 7, "ppl": 6.9096360206604 }, { "bit": 8, "ppl": 6.9090576171875 }, { "bit": 9, "ppl": 6.908917427062988 }, { "bit": 10, "ppl": 6.908268451690674 }, { "bit": 11, "ppl": 6.907862663269043 }, { "bit": 12, "ppl": 6.907980442047119 }, { "bit": 13, "ppl": 6.907841205596924 }, { "bit": 14, "ppl": 6.907689571380615 }, { "bit": 15, "ppl": 6.907273769378662 } ] }, { "layer.10.self_attn.q_proj": [ { "bit": 1, "ppl": 6.946394920349121 }, { "bit": 2, "ppl": 6.916759014129639 }, { "bit": 3, "ppl": 6.910472393035889 }, { "bit": 4, "ppl": 6.908041954040527 }, { "bit": 5, "ppl": 6.907059669494629 }, { "bit": 6, "ppl": 6.907100677490234 }, { "bit": 7, "ppl": 6.907227516174316 }, { "bit": 8, "ppl": 6.907088279724121 }, { "bit": 9, "ppl": 6.906816005706787 }, { "bit": 10, "ppl": 6.906815052032471 }, { "bit": 11, "ppl": 6.9070916175842285 }, { "bit": 12, "ppl": 6.907054424285889 }, { "bit": 13, "ppl": 6.906870365142822 }, { "bit": 14, "ppl": 6.907020092010498 }, { "bit": 15, "ppl": 6.9069294929504395 } ] }, { "layer.10.self_attn.k_proj": [ { "bit": 1, "ppl": 6.937425136566162 }, { "bit": 2, "ppl": 6.917097568511963 }, { "bit": 3, "ppl": 6.909533500671387 }, { "bit": 4, "ppl": 6.9082560539245605 }, { "bit": 5, "ppl": 6.907812595367432 }, { "bit": 6, "ppl": 6.907570838928223 }, { "bit": 7, "ppl": 6.907841205596924 }, { "bit": 8, "ppl": 6.907320022583008 }, { "bit": 9, "ppl": 6.907632350921631 }, { "bit": 10, "ppl": 6.907413482666016 }, { "bit": 11, "ppl": 6.907435417175293 }, { "bit": 12, "ppl": 6.907290458679199 }, { "bit": 13, "ppl": 6.907186031341553 }, { "bit": 14, "ppl": 6.907199382781982 }, { "bit": 15, "ppl": 6.906960964202881 } ] }, { "layer.10.self_attn.v_proj": [ { "bit": 1, "ppl": 6.957238674163818 }, { "bit": 2, "ppl": 6.9239888191223145 }, { "bit": 3, "ppl": 6.9150190353393555 }, { "bit": 4, "ppl": 6.9115309715271 }, { "bit": 5, "ppl": 6.9098219871521 }, { "bit": 6, "ppl": 6.90920877456665 }, { "bit": 7, "ppl": 6.908675670623779 }, { "bit": 8, "ppl": 6.9081549644470215 }, { "bit": 9, "ppl": 6.908376693725586 }, { "bit": 10, "ppl": 6.907745838165283 }, { "bit": 11, "ppl": 6.908144474029541 }, { "bit": 12, "ppl": 6.907690525054932 }, { "bit": 13, "ppl": 6.907813549041748 }, { "bit": 14, "ppl": 6.90772008895874 }, { "bit": 15, "ppl": 6.907390594482422 } ] }, { "layer.10.self_attn.o_proj": [ { "bit": 1, "ppl": 6.980575084686279 }, { "bit": 2, "ppl": 6.9303297996521 }, { "bit": 3, "ppl": 6.918142318725586 }, { "bit": 4, "ppl": 6.913064479827881 }, { "bit": 5, "ppl": 6.910457134246826 }, { "bit": 6, "ppl": 6.909796237945557 }, { "bit": 7, "ppl": 6.9094085693359375 }, { "bit": 8, "ppl": 6.908391952514648 }, { "bit": 9, "ppl": 6.908311367034912 }, { "bit": 10, "ppl": 6.90809440612793 }, { "bit": 11, "ppl": 6.907973289489746 }, { "bit": 12, "ppl": 6.907742977142334 }, { "bit": 13, "ppl": 6.907528877258301 }, { "bit": 14, "ppl": 6.907436847686768 }, { "bit": 15, "ppl": 6.907169818878174 } ] }, { "layer.10.mlp.gate_proj": [ { "bit": 1, "ppl": 6.984806537628174 }, { "bit": 2, "ppl": 6.934997081756592 }, { "bit": 3, "ppl": 6.919228553771973 }, { "bit": 4, "ppl": 6.912957668304443 }, { "bit": 5, "ppl": 6.909720420837402 }, { "bit": 6, "ppl": 6.908958911895752 }, { "bit": 7, "ppl": 6.908431053161621 }, { "bit": 8, "ppl": 6.908021450042725 }, { "bit": 9, "ppl": 6.908090591430664 }, { "bit": 10, "ppl": 6.907596588134766 }, { "bit": 11, "ppl": 6.907571792602539 }, { "bit": 12, "ppl": 6.907361030578613 }, { "bit": 13, "ppl": 6.906977653503418 }, { "bit": 14, "ppl": 6.9072136878967285 }, { "bit": 15, "ppl": 6.907184600830078 } ] }, { "layer.10.mlp.up_proj": [ { "bit": 1, "ppl": 6.9887471199035645 }, { "bit": 2, "ppl": 6.937447547912598 }, { "bit": 3, "ppl": 6.9189581871032715 }, { "bit": 4, "ppl": 6.911034107208252 }, { "bit": 5, "ppl": 6.910843372344971 }, { "bit": 6, "ppl": 6.909618377685547 }, { "bit": 7, "ppl": 6.908492565155029 }, { "bit": 8, "ppl": 6.908279895782471 }, { "bit": 9, "ppl": 6.907589912414551 }, { "bit": 10, "ppl": 6.9080586433410645 }, { "bit": 11, "ppl": 6.907050132751465 }, { "bit": 12, "ppl": 6.907774448394775 }, { "bit": 13, "ppl": 6.9070725440979 }, { "bit": 14, "ppl": 6.907189846038818 }, { "bit": 15, "ppl": 6.906916618347168 } ] }, { "layer.10.mlp.down_proj": [ { "bit": 1, "ppl": 7.002862930297852 }, { "bit": 2, "ppl": 6.939756393432617 }, { "bit": 3, "ppl": 6.921283721923828 }, { "bit": 4, "ppl": 6.915790557861328 }, { "bit": 5, "ppl": 6.912105560302734 }, { "bit": 6, "ppl": 6.909941673278809 }, { "bit": 7, "ppl": 6.90949821472168 }, { "bit": 8, "ppl": 6.908869743347168 }, { "bit": 9, "ppl": 6.908661365509033 }, { "bit": 10, "ppl": 6.90812873840332 }, { "bit": 11, "ppl": 6.907815456390381 }, { "bit": 12, "ppl": 6.9074578285217285 }, { "bit": 13, "ppl": 6.907453536987305 }, { "bit": 14, "ppl": 6.907336711883545 }, { "bit": 15, "ppl": 6.907187461853027 } ] }, { "layer.11.self_attn.q_proj": [ { "bit": 1, "ppl": 6.966915130615234 }, { "bit": 2, "ppl": 6.922346591949463 }, { "bit": 3, "ppl": 6.914064407348633 }, { "bit": 4, "ppl": 6.908430099487305 }, { "bit": 5, "ppl": 6.908279895782471 }, { "bit": 6, "ppl": 6.907840728759766 }, { "bit": 7, "ppl": 6.90785551071167 }, { "bit": 8, "ppl": 6.907453536987305 }, { "bit": 9, "ppl": 6.907683849334717 }, { "bit": 10, "ppl": 6.907418727874756 }, { "bit": 11, "ppl": 6.907169342041016 }, { "bit": 12, "ppl": 6.907236099243164 }, { "bit": 13, "ppl": 6.907165050506592 }, { "bit": 14, "ppl": 6.90714168548584 }, { "bit": 15, "ppl": 6.907005786895752 } ] }, { "layer.11.self_attn.k_proj": [ { "bit": 1, "ppl": 6.960155963897705 }, { "bit": 2, "ppl": 6.925835132598877 }, { "bit": 3, "ppl": 6.914386749267578 }, { "bit": 4, "ppl": 6.9116740226745605 }, { "bit": 5, "ppl": 6.910224437713623 }, { "bit": 6, "ppl": 6.909523010253906 }, { "bit": 7, "ppl": 6.909092903137207 }, { "bit": 8, "ppl": 6.9087371826171875 }, { "bit": 9, "ppl": 6.908458232879639 }, { "bit": 10, "ppl": 6.9081645011901855 }, { "bit": 11, "ppl": 6.907987594604492 }, { "bit": 12, "ppl": 6.90759801864624 }, { "bit": 13, "ppl": 6.907613754272461 }, { "bit": 14, "ppl": 6.907426834106445 }, { "bit": 15, "ppl": 6.907331466674805 } ] }, { "layer.11.self_attn.v_proj": [ { "bit": 1, "ppl": 6.957300186157227 }, { "bit": 2, "ppl": 6.923711776733398 }, { "bit": 3, "ppl": 6.913101673126221 }, { "bit": 4, "ppl": 6.910182952880859 }, { "bit": 5, "ppl": 6.908229827880859 }, { "bit": 6, "ppl": 6.908156871795654 }, { "bit": 7, "ppl": 6.907842636108398 }, { "bit": 8, "ppl": 6.907435417175293 }, { "bit": 9, "ppl": 6.907642364501953 }, { "bit": 10, "ppl": 6.907392501831055 }, { "bit": 11, "ppl": 6.907351493835449 }, { "bit": 12, "ppl": 6.907198905944824 }, { "bit": 13, "ppl": 6.907403469085693 }, { "bit": 14, "ppl": 6.907450199127197 }, { "bit": 15, "ppl": 6.907207012176514 } ] }, { "layer.11.self_attn.o_proj": [ { "bit": 1, "ppl": 7.015512943267822 }, { "bit": 2, "ppl": 6.946231365203857 }, { "bit": 3, "ppl": 6.925772190093994 }, { "bit": 4, "ppl": 6.914693355560303 }, { "bit": 5, "ppl": 6.912227153778076 }, { "bit": 6, "ppl": 6.90991735458374 }, { "bit": 7, "ppl": 6.908884048461914 }, { "bit": 8, "ppl": 6.908465385437012 }, { "bit": 9, "ppl": 6.90813684463501 }, { "bit": 10, "ppl": 6.908570766448975 }, { "bit": 11, "ppl": 6.907705307006836 }, { "bit": 12, "ppl": 6.90755033493042 }, { "bit": 13, "ppl": 6.907135963439941 }, { "bit": 14, "ppl": 6.906981945037842 }, { "bit": 15, "ppl": 6.906888484954834 } ] }, { "layer.11.mlp.gate_proj": [ { "bit": 1, "ppl": 6.983408451080322 }, { "bit": 2, "ppl": 6.93247652053833 }, { "bit": 3, "ppl": 6.915494441986084 }, { "bit": 4, "ppl": 6.9111480712890625 }, { "bit": 5, "ppl": 6.909240245819092 }, { "bit": 6, "ppl": 6.908271789550781 }, { "bit": 7, "ppl": 6.907995223999023 }, { "bit": 8, "ppl": 6.907667636871338 }, { "bit": 9, "ppl": 6.907619476318359 }, { "bit": 10, "ppl": 6.90756368637085 }, { "bit": 11, "ppl": 6.907230854034424 }, { "bit": 12, "ppl": 6.907169818878174 }, { "bit": 13, "ppl": 6.907156944274902 }, { "bit": 14, "ppl": 6.907114028930664 }, { "bit": 15, "ppl": 6.907008647918701 } ] }, { "layer.11.mlp.up_proj": [ { "bit": 1, "ppl": 6.995302200317383 }, { "bit": 2, "ppl": 6.9368414878845215 }, { "bit": 3, "ppl": 6.915616989135742 }, { "bit": 4, "ppl": 6.912140369415283 }, { "bit": 5, "ppl": 6.9101948738098145 }, { "bit": 6, "ppl": 6.908605575561523 }, { "bit": 7, "ppl": 6.90817403793335 }, { "bit": 8, "ppl": 6.9080119132995605 }, { "bit": 9, "ppl": 6.907832145690918 }, { "bit": 10, "ppl": 6.907491207122803 }, { "bit": 11, "ppl": 6.906896591186523 }, { "bit": 12, "ppl": 6.907258987426758 }, { "bit": 13, "ppl": 6.907015323638916 }, { "bit": 14, "ppl": 6.907214164733887 }, { "bit": 15, "ppl": 6.907007217407227 } ] }, { "layer.11.mlp.down_proj": [ { "bit": 1, "ppl": 7.006147384643555 }, { "bit": 2, "ppl": 6.941705703735352 }, { "bit": 3, "ppl": 6.9186553955078125 }, { "bit": 4, "ppl": 6.913187026977539 }, { "bit": 5, "ppl": 6.911653995513916 }, { "bit": 6, "ppl": 6.909708499908447 }, { "bit": 7, "ppl": 6.908917427062988 }, { "bit": 8, "ppl": 6.908478736877441 }, { "bit": 9, "ppl": 6.908209323883057 }, { "bit": 10, "ppl": 6.907719612121582 }, { "bit": 11, "ppl": 6.907770156860352 }, { "bit": 12, "ppl": 6.907526969909668 }, { "bit": 13, "ppl": 6.907532215118408 }, { "bit": 14, "ppl": 6.907320499420166 }, { "bit": 15, "ppl": 6.907100677490234 } ] }, { "layer.12.self_attn.q_proj": [ { "bit": 1, "ppl": 6.9605488777160645 }, { "bit": 2, "ppl": 6.9226884841918945 }, { "bit": 3, "ppl": 6.912997245788574 }, { "bit": 4, "ppl": 6.909914016723633 }, { "bit": 5, "ppl": 6.908546447753906 }, { "bit": 6, "ppl": 6.9076828956604 }, { "bit": 7, "ppl": 6.907876491546631 }, { "bit": 8, "ppl": 6.907509803771973 }, { "bit": 9, "ppl": 6.907614231109619 }, { "bit": 10, "ppl": 6.907526969909668 }, { "bit": 11, "ppl": 6.907469272613525 }, { "bit": 12, "ppl": 6.907293796539307 }, { "bit": 13, "ppl": 6.907261371612549 }, { "bit": 14, "ppl": 6.90716028213501 }, { "bit": 15, "ppl": 6.90712308883667 } ] }, { "layer.12.self_attn.k_proj": [ { "bit": 1, "ppl": 6.95311975479126 }, { "bit": 2, "ppl": 6.919551849365234 }, { "bit": 3, "ppl": 6.9138312339782715 }, { "bit": 4, "ppl": 6.9101033210754395 }, { "bit": 5, "ppl": 6.908917427062988 }, { "bit": 6, "ppl": 6.9083147048950195 }, { "bit": 7, "ppl": 6.908017635345459 }, { "bit": 8, "ppl": 6.90772008895874 }, { "bit": 9, "ppl": 6.907564163208008 }, { "bit": 10, "ppl": 6.9075117111206055 }, { "bit": 11, "ppl": 6.907352924346924 }, { "bit": 12, "ppl": 6.907292366027832 }, { "bit": 13, "ppl": 6.906981468200684 }, { "bit": 14, "ppl": 6.907184600830078 }, { "bit": 15, "ppl": 6.907083988189697 } ] }, { "layer.12.self_attn.v_proj": [ { "bit": 1, "ppl": 6.975134372711182 }, { "bit": 2, "ppl": 6.930717945098877 }, { "bit": 3, "ppl": 6.917546272277832 }, { "bit": 4, "ppl": 6.912031173706055 }, { "bit": 5, "ppl": 6.910531520843506 }, { "bit": 6, "ppl": 6.909502983093262 }, { "bit": 7, "ppl": 6.908774375915527 }, { "bit": 8, "ppl": 6.909019947052002 }, { "bit": 9, "ppl": 6.908663749694824 }, { "bit": 10, "ppl": 6.908533096313477 }, { "bit": 11, "ppl": 6.908402919769287 }, { "bit": 12, "ppl": 6.907925128936768 }, { "bit": 13, "ppl": 6.907870292663574 }, { "bit": 14, "ppl": 6.907301902770996 }, { "bit": 15, "ppl": 6.907129764556885 } ] }, { "layer.12.self_attn.o_proj": [ { "bit": 1, "ppl": 7.018739700317383 }, { "bit": 2, "ppl": 6.946774959564209 }, { "bit": 3, "ppl": 6.924125671386719 }, { "bit": 4, "ppl": 6.915462493896484 }, { "bit": 5, "ppl": 6.91222620010376 }, { "bit": 6, "ppl": 6.910754203796387 }, { "bit": 7, "ppl": 6.909905910491943 }, { "bit": 8, "ppl": 6.909255027770996 }, { "bit": 9, "ppl": 6.908613204956055 }, { "bit": 10, "ppl": 6.908646106719971 }, { "bit": 11, "ppl": 6.907883644104004 }, { "bit": 12, "ppl": 6.907785892486572 }, { "bit": 13, "ppl": 6.907331466674805 }, { "bit": 14, "ppl": 6.9072675704956055 }, { "bit": 15, "ppl": 6.9069671630859375 } ] }, { "layer.12.mlp.gate_proj": [ { "bit": 1, "ppl": 7.007345199584961 }, { "bit": 2, "ppl": 6.935422420501709 }, { "bit": 3, "ppl": 6.916929721832275 }, { "bit": 4, "ppl": 6.911884784698486 }, { "bit": 5, "ppl": 6.909837245941162 }, { "bit": 6, "ppl": 6.908679962158203 }, { "bit": 7, "ppl": 6.908596992492676 }, { "bit": 8, "ppl": 6.90772008895874 }, { "bit": 9, "ppl": 6.9079365730285645 }, { "bit": 10, "ppl": 6.907634258270264 }, { "bit": 11, "ppl": 6.907351970672607 }, { "bit": 12, "ppl": 6.907431602478027 }, { "bit": 13, "ppl": 6.907169818878174 }, { "bit": 14, "ppl": 6.9072136878967285 }, { "bit": 15, "ppl": 6.907166957855225 } ] }, { "layer.12.mlp.up_proj": [ { "bit": 1, "ppl": 7.001620769500732 }, { "bit": 2, "ppl": 6.935822486877441 }, { "bit": 3, "ppl": 6.917064189910889 }, { "bit": 4, "ppl": 6.912613391876221 }, { "bit": 5, "ppl": 6.909993648529053 }, { "bit": 6, "ppl": 6.909416198730469 }, { "bit": 7, "ppl": 6.908966064453125 }, { "bit": 8, "ppl": 6.908623695373535 }, { "bit": 9, "ppl": 6.908308029174805 }, { "bit": 10, "ppl": 6.908071517944336 }, { "bit": 11, "ppl": 6.907654285430908 }, { "bit": 12, "ppl": 6.907561779022217 }, { "bit": 13, "ppl": 6.9073262214660645 }, { "bit": 14, "ppl": 6.907106399536133 }, { "bit": 15, "ppl": 6.907258987426758 } ] }, { "layer.12.mlp.down_proj": [ { "bit": 1, "ppl": 7.007962226867676 }, { "bit": 2, "ppl": 6.937081336975098 }, { "bit": 3, "ppl": 6.9163923263549805 }, { "bit": 4, "ppl": 6.911865711212158 }, { "bit": 5, "ppl": 6.908999919891357 }, { "bit": 6, "ppl": 6.908718585968018 }, { "bit": 7, "ppl": 6.907878398895264 }, { "bit": 8, "ppl": 6.907476425170898 }, { "bit": 9, "ppl": 6.907222747802734 }, { "bit": 10, "ppl": 6.9071173667907715 }, { "bit": 11, "ppl": 6.906998634338379 }, { "bit": 12, "ppl": 6.906936168670654 }, { "bit": 13, "ppl": 6.906561374664307 }, { "bit": 14, "ppl": 6.907054424285889 }, { "bit": 15, "ppl": 6.906924247741699 } ] }, { "layer.13.self_attn.q_proj": [ { "bit": 1, "ppl": 6.972347259521484 }, { "bit": 2, "ppl": 6.922604084014893 }, { "bit": 3, "ppl": 6.911953926086426 }, { "bit": 4, "ppl": 6.9095563888549805 }, { "bit": 5, "ppl": 6.9081315994262695 }, { "bit": 6, "ppl": 6.907555103302002 }, { "bit": 7, "ppl": 6.907464981079102 }, { "bit": 8, "ppl": 6.907227516174316 }, { "bit": 9, "ppl": 6.907312870025635 }, { "bit": 10, "ppl": 6.907046318054199 }, { "bit": 11, "ppl": 6.906989574432373 }, { "bit": 12, "ppl": 6.907197952270508 }, { "bit": 13, "ppl": 6.906857013702393 }, { "bit": 14, "ppl": 6.90709114074707 }, { "bit": 15, "ppl": 6.906931400299072 } ] }, { "layer.13.self_attn.k_proj": [ { "bit": 1, "ppl": 6.949282646179199 }, { "bit": 2, "ppl": 6.921837329864502 }, { "bit": 3, "ppl": 6.912108898162842 }, { "bit": 4, "ppl": 6.910897731781006 }, { "bit": 5, "ppl": 6.909185886383057 }, { "bit": 6, "ppl": 6.908652305603027 }, { "bit": 7, "ppl": 6.908397197723389 }, { "bit": 8, "ppl": 6.9078874588012695 }, { "bit": 9, "ppl": 6.908023834228516 }, { "bit": 10, "ppl": 6.907591819763184 }, { "bit": 11, "ppl": 6.90750789642334 }, { "bit": 12, "ppl": 6.907459735870361 }, { "bit": 13, "ppl": 6.907158374786377 }, { "bit": 14, "ppl": 6.907032489776611 }, { "bit": 15, "ppl": 6.907042980194092 } ] }, { "layer.13.self_attn.v_proj": [ { "bit": 1, "ppl": 6.983006477355957 }, { "bit": 2, "ppl": 6.931331157684326 }, { "bit": 3, "ppl": 6.915266990661621 }, { "bit": 4, "ppl": 6.911116123199463 }, { "bit": 5, "ppl": 6.909924030303955 }, { "bit": 6, "ppl": 6.908542156219482 }, { "bit": 7, "ppl": 6.908430099487305 }, { "bit": 8, "ppl": 6.908294200897217 }, { "bit": 9, "ppl": 6.9078850746154785 }, { "bit": 10, "ppl": 6.90775203704834 }, { "bit": 11, "ppl": 6.907303333282471 }, { "bit": 12, "ppl": 6.907358646392822 }, { "bit": 13, "ppl": 6.90709924697876 }, { "bit": 14, "ppl": 6.90722131729126 }, { "bit": 15, "ppl": 6.906869411468506 } ] }, { "layer.13.self_attn.o_proj": [ { "bit": 1, "ppl": 7.036205291748047 }, { "bit": 2, "ppl": 6.953654766082764 }, { "bit": 3, "ppl": 6.927280426025391 }, { "bit": 4, "ppl": 6.917819023132324 }, { "bit": 5, "ppl": 6.914304733276367 }, { "bit": 6, "ppl": 6.911779880523682 }, { "bit": 7, "ppl": 6.909724712371826 }, { "bit": 8, "ppl": 6.910125255584717 }, { "bit": 9, "ppl": 6.909219264984131 }, { "bit": 10, "ppl": 6.908783912658691 }, { "bit": 11, "ppl": 6.908259868621826 }, { "bit": 12, "ppl": 6.9080657958984375 }, { "bit": 13, "ppl": 6.907614231109619 }, { "bit": 14, "ppl": 6.9076828956604 }, { "bit": 15, "ppl": 6.907284736633301 } ] }, { "layer.13.mlp.gate_proj": [ { "bit": 1, "ppl": 7.000394821166992 }, { "bit": 2, "ppl": 6.939315319061279 }, { "bit": 3, "ppl": 6.9190673828125 }, { "bit": 4, "ppl": 6.913375377655029 }, { "bit": 5, "ppl": 6.910648345947266 }, { "bit": 6, "ppl": 6.909316062927246 }, { "bit": 7, "ppl": 6.908795356750488 }, { "bit": 8, "ppl": 6.908520221710205 }, { "bit": 9, "ppl": 6.908064842224121 }, { "bit": 10, "ppl": 6.907612323760986 }, { "bit": 11, "ppl": 6.907780170440674 }, { "bit": 12, "ppl": 6.907383918762207 }, { "bit": 13, "ppl": 6.907461643218994 }, { "bit": 14, "ppl": 6.907399654388428 }, { "bit": 15, "ppl": 6.907137393951416 } ] }, { "layer.13.mlp.up_proj": [ { "bit": 1, "ppl": 7.006436347961426 }, { "bit": 2, "ppl": 6.936176776885986 }, { "bit": 3, "ppl": 6.919865608215332 }, { "bit": 4, "ppl": 6.912413597106934 }, { "bit": 5, "ppl": 6.909541606903076 }, { "bit": 6, "ppl": 6.90923547744751 }, { "bit": 7, "ppl": 6.908367156982422 }, { "bit": 8, "ppl": 6.907931804656982 }, { "bit": 9, "ppl": 6.907865524291992 }, { "bit": 10, "ppl": 6.9074225425720215 }, { "bit": 11, "ppl": 6.907500743865967 }, { "bit": 12, "ppl": 6.907312870025635 }, { "bit": 13, "ppl": 6.906979084014893 }, { "bit": 14, "ppl": 6.907019138336182 }, { "bit": 15, "ppl": 6.907299995422363 } ] }, { "layer.13.mlp.down_proj": [ { "bit": 1, "ppl": 7.019692897796631 }, { "bit": 2, "ppl": 6.941712856292725 }, { "bit": 3, "ppl": 6.920233249664307 }, { "bit": 4, "ppl": 6.913673400878906 }, { "bit": 5, "ppl": 6.910421371459961 }, { "bit": 6, "ppl": 6.909174919128418 }, { "bit": 7, "ppl": 6.909023761749268 }, { "bit": 8, "ppl": 6.908024787902832 }, { "bit": 9, "ppl": 6.908102989196777 }, { "bit": 10, "ppl": 6.907656669616699 }, { "bit": 11, "ppl": 6.907512187957764 }, { "bit": 12, "ppl": 6.907342910766602 }, { "bit": 13, "ppl": 6.9071044921875 }, { "bit": 14, "ppl": 6.907245635986328 }, { "bit": 15, "ppl": 6.906693935394287 } ] }, { "layer.14.self_attn.q_proj": [ { "bit": 1, "ppl": 6.993968486785889 }, { "bit": 2, "ppl": 6.926333427429199 }, { "bit": 3, "ppl": 6.912565231323242 }, { "bit": 4, "ppl": 6.9103193283081055 }, { "bit": 5, "ppl": 6.9090094566345215 }, { "bit": 6, "ppl": 6.908230304718018 }, { "bit": 7, "ppl": 6.907578468322754 }, { "bit": 8, "ppl": 6.907318115234375 }, { "bit": 9, "ppl": 6.907529830932617 }, { "bit": 10, "ppl": 6.907277584075928 }, { "bit": 11, "ppl": 6.907230854034424 }, { "bit": 12, "ppl": 6.907257080078125 }, { "bit": 13, "ppl": 6.9072442054748535 }, { "bit": 14, "ppl": 6.907100677490234 }, { "bit": 15, "ppl": 6.906946182250977 } ] }, { "layer.14.self_attn.k_proj": [ { "bit": 1, "ppl": 6.993002414703369 }, { "bit": 2, "ppl": 6.94692325592041 }, { "bit": 3, "ppl": 6.925703048706055 }, { "bit": 4, "ppl": 6.921879291534424 }, { "bit": 5, "ppl": 6.916995048522949 }, { "bit": 6, "ppl": 6.914490699768066 }, { "bit": 7, "ppl": 6.912483215332031 }, { "bit": 8, "ppl": 6.911320686340332 }, { "bit": 9, "ppl": 6.90995979309082 }, { "bit": 10, "ppl": 6.909328460693359 }, { "bit": 11, "ppl": 6.908514022827148 }, { "bit": 12, "ppl": 6.90812873840332 }, { "bit": 13, "ppl": 6.907567501068115 }, { "bit": 14, "ppl": 6.907407760620117 }, { "bit": 15, "ppl": 6.9071550369262695 } ] }, { "layer.14.self_attn.v_proj": [ { "bit": 1, "ppl": 6.974170207977295 }, { "bit": 2, "ppl": 6.926226615905762 }, { "bit": 3, "ppl": 6.915766716003418 }, { "bit": 4, "ppl": 6.911798477172852 }, { "bit": 5, "ppl": 6.9101481437683105 }, { "bit": 6, "ppl": 6.9090704917907715 }, { "bit": 7, "ppl": 6.908851623535156 }, { "bit": 8, "ppl": 6.908097743988037 }, { "bit": 9, "ppl": 6.908090114593506 }, { "bit": 10, "ppl": 6.907751560211182 }, { "bit": 11, "ppl": 6.907677173614502 }, { "bit": 12, "ppl": 6.907473087310791 }, { "bit": 13, "ppl": 6.907483100891113 }, { "bit": 14, "ppl": 6.90740442276001 }, { "bit": 15, "ppl": 6.9071455001831055 } ] }, { "layer.14.self_attn.o_proj": [ { "bit": 1, "ppl": 7.018784523010254 }, { "bit": 2, "ppl": 6.948335647583008 }, { "bit": 3, "ppl": 6.924655437469482 }, { "bit": 4, "ppl": 6.915652275085449 }, { "bit": 5, "ppl": 6.911731719970703 }, { "bit": 6, "ppl": 6.91081428527832 }, { "bit": 7, "ppl": 6.909835338592529 }, { "bit": 8, "ppl": 6.90924596786499 }, { "bit": 9, "ppl": 6.908573627471924 }, { "bit": 10, "ppl": 6.908348560333252 }, { "bit": 11, "ppl": 6.907861232757568 }, { "bit": 12, "ppl": 6.907556056976318 }, { "bit": 13, "ppl": 6.907290458679199 }, { "bit": 14, "ppl": 6.90708589553833 }, { "bit": 15, "ppl": 6.906991004943848 } ] }, { "layer.14.mlp.gate_proj": [ { "bit": 1, "ppl": 7.013440132141113 }, { "bit": 2, "ppl": 6.937041759490967 }, { "bit": 3, "ppl": 6.920026779174805 }, { "bit": 4, "ppl": 6.913033485412598 }, { "bit": 5, "ppl": 6.910246849060059 }, { "bit": 6, "ppl": 6.908968448638916 }, { "bit": 7, "ppl": 6.908871173858643 }, { "bit": 8, "ppl": 6.908140659332275 }, { "bit": 9, "ppl": 6.907892227172852 }, { "bit": 10, "ppl": 6.907677173614502 }, { "bit": 11, "ppl": 6.907725811004639 }, { "bit": 12, "ppl": 6.907436847686768 }, { "bit": 13, "ppl": 6.907339572906494 }, { "bit": 14, "ppl": 6.907253265380859 }, { "bit": 15, "ppl": 6.907193183898926 } ] }, { "layer.14.mlp.up_proj": [ { "bit": 1, "ppl": 7.026480197906494 }, { "bit": 2, "ppl": 6.94376277923584 }, { "bit": 3, "ppl": 6.919627666473389 }, { "bit": 4, "ppl": 6.913144111633301 }, { "bit": 5, "ppl": 6.910528659820557 }, { "bit": 6, "ppl": 6.909180641174316 }, { "bit": 7, "ppl": 6.90848445892334 }, { "bit": 8, "ppl": 6.908294677734375 }, { "bit": 9, "ppl": 6.907740592956543 }, { "bit": 10, "ppl": 6.907873153686523 }, { "bit": 11, "ppl": 6.907355308532715 }, { "bit": 12, "ppl": 6.907398700714111 }, { "bit": 13, "ppl": 6.90747594833374 }, { "bit": 14, "ppl": 6.906964302062988 }, { "bit": 15, "ppl": 6.907109260559082 } ] }, { "layer.14.mlp.down_proj": [ { "bit": 1, "ppl": 7.035057067871094 }, { "bit": 2, "ppl": 6.951529026031494 }, { "bit": 3, "ppl": 6.924476146697998 }, { "bit": 4, "ppl": 6.914943218231201 }, { "bit": 5, "ppl": 6.912930965423584 }, { "bit": 6, "ppl": 6.910227298736572 }, { "bit": 7, "ppl": 6.908859729766846 }, { "bit": 8, "ppl": 6.908245086669922 }, { "bit": 9, "ppl": 6.908594608306885 }, { "bit": 10, "ppl": 6.907872676849365 }, { "bit": 11, "ppl": 6.907722473144531 }, { "bit": 12, "ppl": 6.907454490661621 }, { "bit": 13, "ppl": 6.907426834106445 }, { "bit": 14, "ppl": 6.906989097595215 }, { "bit": 15, "ppl": 6.907120704650879 } ] }, { "layer.15.self_attn.q_proj": [ { "bit": 1, "ppl": 6.952977657318115 }, { "bit": 2, "ppl": 6.917017459869385 }, { "bit": 3, "ppl": 6.911571502685547 }, { "bit": 4, "ppl": 6.908918380737305 }, { "bit": 5, "ppl": 6.908101558685303 }, { "bit": 6, "ppl": 6.907682418823242 }, { "bit": 7, "ppl": 6.907723426818848 }, { "bit": 8, "ppl": 6.907616138458252 }, { "bit": 9, "ppl": 6.9072442054748535 }, { "bit": 10, "ppl": 6.907238960266113 }, { "bit": 11, "ppl": 6.907120704650879 }, { "bit": 12, "ppl": 6.907245635986328 }, { "bit": 13, "ppl": 6.90703010559082 }, { "bit": 14, "ppl": 6.907193660736084 }, { "bit": 15, "ppl": 6.907151222229004 } ] }, { "layer.15.self_attn.k_proj": [ { "bit": 1, "ppl": 6.955711841583252 }, { "bit": 2, "ppl": 6.923399448394775 }, { "bit": 3, "ppl": 6.917269706726074 }, { "bit": 4, "ppl": 6.912118911743164 }, { "bit": 5, "ppl": 6.910264015197754 }, { "bit": 6, "ppl": 6.909984588623047 }, { "bit": 7, "ppl": 6.909085273742676 }, { "bit": 8, "ppl": 6.9085612297058105 }, { "bit": 9, "ppl": 6.90812873840332 }, { "bit": 10, "ppl": 6.90777587890625 }, { "bit": 11, "ppl": 6.9075093269348145 }, { "bit": 12, "ppl": 6.907468318939209 }, { "bit": 13, "ppl": 6.907214164733887 }, { "bit": 14, "ppl": 6.907286643981934 }, { "bit": 15, "ppl": 6.90708589553833 } ] }, { "layer.15.self_attn.v_proj": [ { "bit": 1, "ppl": 6.968155860900879 }, { "bit": 2, "ppl": 6.925310134887695 }, { "bit": 3, "ppl": 6.914463043212891 }, { "bit": 4, "ppl": 6.912537574768066 }, { "bit": 5, "ppl": 6.910101890563965 }, { "bit": 6, "ppl": 6.90894889831543 }, { "bit": 7, "ppl": 6.908276081085205 }, { "bit": 8, "ppl": 6.908271789550781 }, { "bit": 9, "ppl": 6.908071517944336 }, { "bit": 10, "ppl": 6.907999038696289 }, { "bit": 11, "ppl": 6.9076457023620605 }, { "bit": 12, "ppl": 6.907632827758789 }, { "bit": 13, "ppl": 6.907496452331543 }, { "bit": 14, "ppl": 6.90725564956665 }, { "bit": 15, "ppl": 6.907175064086914 } ] }, { "layer.15.self_attn.o_proj": [ { "bit": 1, "ppl": 7.000899314880371 }, { "bit": 2, "ppl": 6.938839435577393 }, { "bit": 3, "ppl": 6.917362213134766 }, { "bit": 4, "ppl": 6.912939548492432 }, { "bit": 5, "ppl": 6.911706924438477 }, { "bit": 6, "ppl": 6.909344673156738 }, { "bit": 7, "ppl": 6.908027172088623 }, { "bit": 8, "ppl": 6.9082465171813965 }, { "bit": 9, "ppl": 6.907711982727051 }, { "bit": 10, "ppl": 6.907670497894287 }, { "bit": 11, "ppl": 6.907453536987305 }, { "bit": 12, "ppl": 6.9075093269348145 }, { "bit": 13, "ppl": 6.90725564956665 }, { "bit": 14, "ppl": 6.907160758972168 }, { "bit": 15, "ppl": 6.907209873199463 } ] }, { "layer.15.mlp.gate_proj": [ { "bit": 1, "ppl": 7.026077747344971 }, { "bit": 2, "ppl": 6.943546772003174 }, { "bit": 3, "ppl": 6.922010898590088 }, { "bit": 4, "ppl": 6.913605690002441 }, { "bit": 5, "ppl": 6.910897731781006 }, { "bit": 6, "ppl": 6.909609794616699 }, { "bit": 7, "ppl": 6.909238338470459 }, { "bit": 8, "ppl": 6.907989978790283 }, { "bit": 9, "ppl": 6.907932281494141 }, { "bit": 10, "ppl": 6.90767765045166 }, { "bit": 11, "ppl": 6.907883167266846 }, { "bit": 12, "ppl": 6.907336711883545 }, { "bit": 13, "ppl": 6.9076104164123535 }, { "bit": 14, "ppl": 6.907314300537109 }, { "bit": 15, "ppl": 6.907346725463867 } ] }, { "layer.15.mlp.up_proj": [ { "bit": 1, "ppl": 7.032474994659424 }, { "bit": 2, "ppl": 6.946815490722656 }, { "bit": 3, "ppl": 6.923553466796875 }, { "bit": 4, "ppl": 6.913417816162109 }, { "bit": 5, "ppl": 6.910263538360596 }, { "bit": 6, "ppl": 6.909818172454834 }, { "bit": 7, "ppl": 6.9088053703308105 }, { "bit": 8, "ppl": 6.908556938171387 }, { "bit": 9, "ppl": 6.908139228820801 }, { "bit": 10, "ppl": 6.90777063369751 }, { "bit": 11, "ppl": 6.907642364501953 }, { "bit": 12, "ppl": 6.907571792602539 }, { "bit": 13, "ppl": 6.907321453094482 }, { "bit": 14, "ppl": 6.907421112060547 }, { "bit": 15, "ppl": 6.907158374786377 } ] }, { "layer.15.mlp.down_proj": [ { "bit": 1, "ppl": 7.0651631355285645 }, { "bit": 2, "ppl": 6.958115100860596 }, { "bit": 3, "ppl": 6.928354740142822 }, { "bit": 4, "ppl": 6.915690898895264 }, { "bit": 5, "ppl": 6.913299083709717 }, { "bit": 6, "ppl": 6.9111528396606445 }, { "bit": 7, "ppl": 6.910707473754883 }, { "bit": 8, "ppl": 6.9093852043151855 }, { "bit": 9, "ppl": 6.908812046051025 }, { "bit": 10, "ppl": 6.908570766448975 }, { "bit": 11, "ppl": 6.908497333526611 }, { "bit": 12, "ppl": 6.907573223114014 }, { "bit": 13, "ppl": 6.908252716064453 }, { "bit": 14, "ppl": 6.907451629638672 }, { "bit": 15, "ppl": 6.90777063369751 } ] }, { "layer.16.self_attn.q_proj": [ { "bit": 1, "ppl": 6.952966213226318 }, { "bit": 2, "ppl": 6.91652250289917 }, { "bit": 3, "ppl": 6.909141540527344 }, { "bit": 4, "ppl": 6.907939434051514 }, { "bit": 5, "ppl": 6.908017635345459 }, { "bit": 6, "ppl": 6.907650947570801 }, { "bit": 7, "ppl": 6.907534599304199 }, { "bit": 8, "ppl": 6.907442569732666 }, { "bit": 9, "ppl": 6.907402038574219 }, { "bit": 10, "ppl": 6.907257080078125 }, { "bit": 11, "ppl": 6.907444477081299 }, { "bit": 12, "ppl": 6.90725564956665 }, { "bit": 13, "ppl": 6.907214164733887 }, { "bit": 14, "ppl": 6.9071831703186035 }, { "bit": 15, "ppl": 6.90715217590332 } ] }, { "layer.16.self_attn.k_proj": [ { "bit": 1, "ppl": 6.94820499420166 }, { "bit": 2, "ppl": 6.9172821044921875 }, { "bit": 3, "ppl": 6.910026550292969 }, { "bit": 4, "ppl": 6.909322261810303 }, { "bit": 5, "ppl": 6.908195972442627 }, { "bit": 6, "ppl": 6.908009052276611 }, { "bit": 7, "ppl": 6.907576560974121 }, { "bit": 8, "ppl": 6.907293796539307 }, { "bit": 9, "ppl": 6.907181262969971 }, { "bit": 10, "ppl": 6.9073615074157715 }, { "bit": 11, "ppl": 6.9072065353393555 }, { "bit": 12, "ppl": 6.907234191894531 }, { "bit": 13, "ppl": 6.907279014587402 }, { "bit": 14, "ppl": 6.907067775726318 }, { "bit": 15, "ppl": 6.907145977020264 } ] }, { "layer.16.self_attn.v_proj": [ { "bit": 1, "ppl": 6.972620964050293 }, { "bit": 2, "ppl": 6.926289081573486 }, { "bit": 3, "ppl": 6.914215087890625 }, { "bit": 4, "ppl": 6.912391662597656 }, { "bit": 5, "ppl": 6.910468101501465 }, { "bit": 6, "ppl": 6.9104695320129395 }, { "bit": 7, "ppl": 6.909939765930176 }, { "bit": 8, "ppl": 6.909550189971924 }, { "bit": 9, "ppl": 6.909345626831055 }, { "bit": 10, "ppl": 6.908856391906738 }, { "bit": 11, "ppl": 6.908802509307861 }, { "bit": 12, "ppl": 6.908152103424072 }, { "bit": 13, "ppl": 6.908367156982422 }, { "bit": 14, "ppl": 6.9079437255859375 }, { "bit": 15, "ppl": 6.907642364501953 } ] }, { "layer.16.self_attn.o_proj": [ { "bit": 1, "ppl": 6.981510162353516 }, { "bit": 2, "ppl": 6.929528713226318 }, { "bit": 3, "ppl": 6.9183855056762695 }, { "bit": 4, "ppl": 6.911612510681152 }, { "bit": 5, "ppl": 6.910070419311523 }, { "bit": 6, "ppl": 6.90915584564209 }, { "bit": 7, "ppl": 6.908605575561523 }, { "bit": 8, "ppl": 6.908706188201904 }, { "bit": 9, "ppl": 6.908201217651367 }, { "bit": 10, "ppl": 6.907927989959717 }, { "bit": 11, "ppl": 6.907352924346924 }, { "bit": 12, "ppl": 6.907222747802734 }, { "bit": 13, "ppl": 6.9071807861328125 }, { "bit": 14, "ppl": 6.907318592071533 }, { "bit": 15, "ppl": 6.9068603515625 } ] }, { "layer.16.mlp.gate_proj": [ { "bit": 1, "ppl": 7.057985305786133 }, { "bit": 2, "ppl": 6.9555745124816895 }, { "bit": 3, "ppl": 6.9268999099731445 }, { "bit": 4, "ppl": 6.918006420135498 }, { "bit": 5, "ppl": 6.913938045501709 }, { "bit": 6, "ppl": 6.912098407745361 }, { "bit": 7, "ppl": 6.9108452796936035 }, { "bit": 8, "ppl": 6.910114288330078 }, { "bit": 9, "ppl": 6.909492492675781 }, { "bit": 10, "ppl": 6.908942699432373 }, { "bit": 11, "ppl": 6.908340930938721 }, { "bit": 12, "ppl": 6.908000946044922 }, { "bit": 13, "ppl": 6.9078874588012695 }, { "bit": 14, "ppl": 6.907540321350098 }, { "bit": 15, "ppl": 6.907618045806885 } ] }, { "layer.16.mlp.up_proj": [ { "bit": 1, "ppl": 7.05007266998291 }, { "bit": 2, "ppl": 6.948495864868164 }, { "bit": 3, "ppl": 6.921380043029785 }, { "bit": 4, "ppl": 6.91494083404541 }, { "bit": 5, "ppl": 6.909694194793701 }, { "bit": 6, "ppl": 6.90952205657959 }, { "bit": 7, "ppl": 6.9081549644470215 }, { "bit": 8, "ppl": 6.907945156097412 }, { "bit": 9, "ppl": 6.907716751098633 }, { "bit": 10, "ppl": 6.9073967933654785 }, { "bit": 11, "ppl": 6.906983852386475 }, { "bit": 12, "ppl": 6.907180309295654 }, { "bit": 13, "ppl": 6.906682014465332 }, { "bit": 14, "ppl": 6.907077789306641 }, { "bit": 15, "ppl": 6.906576156616211 } ] }, { "layer.16.mlp.down_proj": [ { "bit": 1, "ppl": 7.0843658447265625 }, { "bit": 2, "ppl": 6.966854095458984 }, { "bit": 3, "ppl": 6.932039260864258 }, { "bit": 4, "ppl": 6.9197678565979 }, { "bit": 5, "ppl": 6.915894031524658 }, { "bit": 6, "ppl": 6.91198205947876 }, { "bit": 7, "ppl": 6.911538600921631 }, { "bit": 8, "ppl": 6.909243106842041 }, { "bit": 9, "ppl": 6.909593105316162 }, { "bit": 10, "ppl": 6.908633232116699 }, { "bit": 11, "ppl": 6.908856391906738 }, { "bit": 12, "ppl": 6.908019542694092 }, { "bit": 13, "ppl": 6.9077324867248535 }, { "bit": 14, "ppl": 6.907442569732666 }, { "bit": 15, "ppl": 6.907418727874756 } ] }, { "layer.17.self_attn.q_proj": [ { "bit": 1, "ppl": 6.95090913772583 }, { "bit": 2, "ppl": 6.916799068450928 }, { "bit": 3, "ppl": 6.910394191741943 }, { "bit": 4, "ppl": 6.908296585083008 }, { "bit": 5, "ppl": 6.907414436340332 }, { "bit": 6, "ppl": 6.906881809234619 }, { "bit": 7, "ppl": 6.907079696655273 }, { "bit": 8, "ppl": 6.907092571258545 }, { "bit": 9, "ppl": 6.907114028930664 }, { "bit": 10, "ppl": 6.906985282897949 }, { "bit": 11, "ppl": 6.906942844390869 }, { "bit": 12, "ppl": 6.907222747802734 }, { "bit": 13, "ppl": 6.906985282897949 }, { "bit": 14, "ppl": 6.9070634841918945 }, { "bit": 15, "ppl": 6.90696907043457 } ] }, { "layer.17.self_attn.k_proj": [ { "bit": 1, "ppl": 6.943302154541016 }, { "bit": 2, "ppl": 6.91501522064209 }, { "bit": 3, "ppl": 6.910938739776611 }, { "bit": 4, "ppl": 6.908899307250977 }, { "bit": 5, "ppl": 6.908499717712402 }, { "bit": 6, "ppl": 6.908502578735352 }, { "bit": 7, "ppl": 6.908330917358398 }, { "bit": 8, "ppl": 6.908308982849121 }, { "bit": 9, "ppl": 6.9081549644470215 }, { "bit": 10, "ppl": 6.90807580947876 }, { "bit": 11, "ppl": 6.907978057861328 }, { "bit": 12, "ppl": 6.907586574554443 }, { "bit": 13, "ppl": 6.907374382019043 }, { "bit": 14, "ppl": 6.907204627990723 }, { "bit": 15, "ppl": 6.907237529754639 } ] }, { "layer.17.self_attn.v_proj": [ { "bit": 1, "ppl": 6.964376449584961 }, { "bit": 2, "ppl": 6.930154323577881 }, { "bit": 3, "ppl": 6.918712615966797 }, { "bit": 4, "ppl": 6.913811206817627 }, { "bit": 5, "ppl": 6.911828517913818 }, { "bit": 6, "ppl": 6.91056489944458 }, { "bit": 7, "ppl": 6.9099836349487305 }, { "bit": 8, "ppl": 6.909371852874756 }, { "bit": 9, "ppl": 6.9092864990234375 }, { "bit": 10, "ppl": 6.9087300300598145 }, { "bit": 11, "ppl": 6.908439636230469 }, { "bit": 12, "ppl": 6.907975196838379 }, { "bit": 13, "ppl": 6.908010005950928 }, { "bit": 14, "ppl": 6.907688140869141 }, { "bit": 15, "ppl": 6.907522678375244 } ] }, { "layer.17.self_attn.o_proj": [ { "bit": 1, "ppl": 6.976729393005371 }, { "bit": 2, "ppl": 6.928918838500977 }, { "bit": 3, "ppl": 6.917222499847412 }, { "bit": 4, "ppl": 6.912372589111328 }, { "bit": 5, "ppl": 6.910774230957031 }, { "bit": 6, "ppl": 6.909280776977539 }, { "bit": 7, "ppl": 6.908742904663086 }, { "bit": 8, "ppl": 6.908326625823975 }, { "bit": 9, "ppl": 6.908267021179199 }, { "bit": 10, "ppl": 6.907984256744385 }, { "bit": 11, "ppl": 6.907675266265869 }, { "bit": 12, "ppl": 6.9077324867248535 }, { "bit": 13, "ppl": 6.907569408416748 }, { "bit": 14, "ppl": 6.907459735870361 }, { "bit": 15, "ppl": 6.907022476196289 } ] }, { "layer.17.mlp.gate_proj": [ { "bit": 1, "ppl": 7.050207614898682 }, { "bit": 2, "ppl": 6.948244094848633 }, { "bit": 3, "ppl": 6.924304485321045 }, { "bit": 4, "ppl": 6.916257858276367 }, { "bit": 5, "ppl": 6.912550449371338 }, { "bit": 6, "ppl": 6.9109930992126465 }, { "bit": 7, "ppl": 6.909984588623047 }, { "bit": 8, "ppl": 6.9095563888549805 }, { "bit": 9, "ppl": 6.908941745758057 }, { "bit": 10, "ppl": 6.908304691314697 }, { "bit": 11, "ppl": 6.908306121826172 }, { "bit": 12, "ppl": 6.907865047454834 }, { "bit": 13, "ppl": 6.907939434051514 }, { "bit": 14, "ppl": 6.907484531402588 }, { "bit": 15, "ppl": 6.907214164733887 } ] }, { "layer.17.mlp.up_proj": [ { "bit": 1, "ppl": 7.057972431182861 }, { "bit": 2, "ppl": 6.952666759490967 }, { "bit": 3, "ppl": 6.924962520599365 }, { "bit": 4, "ppl": 6.9151105880737305 }, { "bit": 5, "ppl": 6.911395072937012 }, { "bit": 6, "ppl": 6.909782409667969 }, { "bit": 7, "ppl": 6.9100823402404785 }, { "bit": 8, "ppl": 6.908699989318848 }, { "bit": 9, "ppl": 6.9088897705078125 }, { "bit": 10, "ppl": 6.908219814300537 }, { "bit": 11, "ppl": 6.90809965133667 }, { "bit": 12, "ppl": 6.907383441925049 }, { "bit": 13, "ppl": 6.907731533050537 }, { "bit": 14, "ppl": 6.907130241394043 }, { "bit": 15, "ppl": 6.907315731048584 } ] }, { "layer.17.mlp.down_proj": [ { "bit": 1, "ppl": 7.111059188842773 }, { "bit": 2, "ppl": 6.973154544830322 }, { "bit": 3, "ppl": 6.934875011444092 }, { "bit": 4, "ppl": 6.921761512756348 }, { "bit": 5, "ppl": 6.916841983795166 }, { "bit": 6, "ppl": 6.913702964782715 }, { "bit": 7, "ppl": 6.912163734436035 }, { "bit": 8, "ppl": 6.9109110832214355 }, { "bit": 9, "ppl": 6.910109043121338 }, { "bit": 10, "ppl": 6.909173011779785 }, { "bit": 11, "ppl": 6.908487796783447 }, { "bit": 12, "ppl": 6.908279895782471 }, { "bit": 13, "ppl": 6.907639503479004 }, { "bit": 14, "ppl": 6.907913684844971 }, { "bit": 15, "ppl": 6.906975746154785 } ] }, { "layer.18.self_attn.q_proj": [ { "bit": 1, "ppl": 6.960502624511719 }, { "bit": 2, "ppl": 6.918755054473877 }, { "bit": 3, "ppl": 6.9106526374816895 }, { "bit": 4, "ppl": 6.909064769744873 }, { "bit": 5, "ppl": 6.908108711242676 }, { "bit": 6, "ppl": 6.90785551071167 }, { "bit": 7, "ppl": 6.907665729522705 }, { "bit": 8, "ppl": 6.907488822937012 }, { "bit": 9, "ppl": 6.907424449920654 }, { "bit": 10, "ppl": 6.907276153564453 }, { "bit": 11, "ppl": 6.907374382019043 }, { "bit": 12, "ppl": 6.907230854034424 }, { "bit": 13, "ppl": 6.907161712646484 }, { "bit": 14, "ppl": 6.907158374786377 }, { "bit": 15, "ppl": 6.906978130340576 } ] }, { "layer.18.self_attn.k_proj": [ { "bit": 1, "ppl": 6.939817428588867 }, { "bit": 2, "ppl": 6.91408109664917 }, { "bit": 3, "ppl": 6.910537242889404 }, { "bit": 4, "ppl": 6.908656120300293 }, { "bit": 5, "ppl": 6.907835483551025 }, { "bit": 6, "ppl": 6.9076642990112305 }, { "bit": 7, "ppl": 6.907543659210205 }, { "bit": 8, "ppl": 6.907166957855225 }, { "bit": 9, "ppl": 6.9073872566223145 }, { "bit": 10, "ppl": 6.907242298126221 }, { "bit": 11, "ppl": 6.9072675704956055 }, { "bit": 12, "ppl": 6.907122611999512 }, { "bit": 13, "ppl": 6.907229423522949 }, { "bit": 14, "ppl": 6.9071431159973145 }, { "bit": 15, "ppl": 6.907154560089111 } ] }, { "layer.18.self_attn.v_proj": [ { "bit": 1, "ppl": 6.952226161956787 }, { "bit": 2, "ppl": 6.920492649078369 }, { "bit": 3, "ppl": 6.913150310516357 }, { "bit": 4, "ppl": 6.909955978393555 }, { "bit": 5, "ppl": 6.909200668334961 }, { "bit": 6, "ppl": 6.908476829528809 }, { "bit": 7, "ppl": 6.908088684082031 }, { "bit": 8, "ppl": 6.90796422958374 }, { "bit": 9, "ppl": 6.907588005065918 }, { "bit": 10, "ppl": 6.907454490661621 }, { "bit": 11, "ppl": 6.907424449920654 }, { "bit": 12, "ppl": 6.907163619995117 }, { "bit": 13, "ppl": 6.906949520111084 }, { "bit": 14, "ppl": 6.907193660736084 }, { "bit": 15, "ppl": 6.906931400299072 } ] }, { "layer.18.self_attn.o_proj": [ { "bit": 1, "ppl": 6.959722518920898 }, { "bit": 2, "ppl": 6.924865245819092 }, { "bit": 3, "ppl": 6.915128707885742 }, { "bit": 4, "ppl": 6.91188383102417 }, { "bit": 5, "ppl": 6.910674095153809 }, { "bit": 6, "ppl": 6.9091267585754395 }, { "bit": 7, "ppl": 6.909008026123047 }, { "bit": 8, "ppl": 6.9081645011901855 }, { "bit": 9, "ppl": 6.908340930938721 }, { "bit": 10, "ppl": 6.907896518707275 }, { "bit": 11, "ppl": 6.907928943634033 }, { "bit": 12, "ppl": 6.907702922821045 }, { "bit": 13, "ppl": 6.907496452331543 }, { "bit": 14, "ppl": 6.907393932342529 }, { "bit": 15, "ppl": 6.907435894012451 } ] }, { "layer.18.mlp.gate_proj": [ { "bit": 1, "ppl": 7.054673671722412 }, { "bit": 2, "ppl": 6.950739860534668 }, { "bit": 3, "ppl": 6.925943851470947 }, { "bit": 4, "ppl": 6.916950702667236 }, { "bit": 5, "ppl": 6.912942886352539 }, { "bit": 6, "ppl": 6.91079044342041 }, { "bit": 7, "ppl": 6.910181045532227 }, { "bit": 8, "ppl": 6.9091596603393555 }, { "bit": 9, "ppl": 6.908774375915527 }, { "bit": 10, "ppl": 6.9084601402282715 }, { "bit": 11, "ppl": 6.907835483551025 }, { "bit": 12, "ppl": 6.907548904418945 }, { "bit": 13, "ppl": 6.907604694366455 }, { "bit": 14, "ppl": 6.907331466674805 }, { "bit": 15, "ppl": 6.907197952270508 } ] }, { "layer.18.mlp.up_proj": [ { "bit": 1, "ppl": 7.057826042175293 }, { "bit": 2, "ppl": 6.952958583831787 }, { "bit": 3, "ppl": 6.925288677215576 }, { "bit": 4, "ppl": 6.914985179901123 }, { "bit": 5, "ppl": 6.912632942199707 }, { "bit": 6, "ppl": 6.910624980926514 }, { "bit": 7, "ppl": 6.909472465515137 }, { "bit": 8, "ppl": 6.908675670623779 }, { "bit": 9, "ppl": 6.908473014831543 }, { "bit": 10, "ppl": 6.908102989196777 }, { "bit": 11, "ppl": 6.907934188842773 }, { "bit": 12, "ppl": 6.907569885253906 }, { "bit": 13, "ppl": 6.907342910766602 }, { "bit": 14, "ppl": 6.907306671142578 }, { "bit": 15, "ppl": 6.907047271728516 } ] }, { "layer.18.mlp.down_proj": [ { "bit": 1, "ppl": 7.083240509033203 }, { "bit": 2, "ppl": 6.964761734008789 }, { "bit": 3, "ppl": 6.933438777923584 }, { "bit": 4, "ppl": 6.921369552612305 }, { "bit": 5, "ppl": 6.91547155380249 }, { "bit": 6, "ppl": 6.912583827972412 }, { "bit": 7, "ppl": 6.91084623336792 }, { "bit": 8, "ppl": 6.9105448722839355 }, { "bit": 9, "ppl": 6.909445285797119 }, { "bit": 10, "ppl": 6.9089555740356445 }, { "bit": 11, "ppl": 6.908475399017334 }, { "bit": 12, "ppl": 6.908079624176025 }, { "bit": 13, "ppl": 6.907798767089844 }, { "bit": 14, "ppl": 6.907500267028809 }, { "bit": 15, "ppl": 6.907379150390625 } ] }, { "layer.19.self_attn.q_proj": [ { "bit": 1, "ppl": 6.932953357696533 }, { "bit": 2, "ppl": 6.913538932800293 }, { "bit": 3, "ppl": 6.909063339233398 }, { "bit": 4, "ppl": 6.908214569091797 }, { "bit": 5, "ppl": 6.90773868560791 }, { "bit": 6, "ppl": 6.9076385498046875 }, { "bit": 7, "ppl": 6.907407283782959 }, { "bit": 8, "ppl": 6.907199382781982 }, { "bit": 9, "ppl": 6.9071879386901855 }, { "bit": 10, "ppl": 6.907161712646484 }, { "bit": 11, "ppl": 6.907011032104492 }, { "bit": 12, "ppl": 6.907232761383057 }, { "bit": 13, "ppl": 6.907055854797363 }, { "bit": 14, "ppl": 6.907288074493408 }, { "bit": 15, "ppl": 6.907092571258545 } ] }, { "layer.19.self_attn.k_proj": [ { "bit": 1, "ppl": 6.937614917755127 }, { "bit": 2, "ppl": 6.920400619506836 }, { "bit": 3, "ppl": 6.9152350425720215 }, { "bit": 4, "ppl": 6.91393518447876 }, { "bit": 5, "ppl": 6.913095474243164 }, { "bit": 6, "ppl": 6.912875175476074 }, { "bit": 7, "ppl": 6.912036418914795 }, { "bit": 8, "ppl": 6.911675453186035 }, { "bit": 9, "ppl": 6.911314487457275 }, { "bit": 10, "ppl": 6.910661220550537 }, { "bit": 11, "ppl": 6.910243511199951 }, { "bit": 12, "ppl": 6.9091973304748535 }, { "bit": 13, "ppl": 6.9085164070129395 }, { "bit": 14, "ppl": 6.90774393081665 }, { "bit": 15, "ppl": 6.907398700714111 } ] }, { "layer.19.self_attn.v_proj": [ { "bit": 1, "ppl": 6.933762550354004 }, { "bit": 2, "ppl": 6.916628837585449 }, { "bit": 3, "ppl": 6.911888122558594 }, { "bit": 4, "ppl": 6.910793781280518 }, { "bit": 5, "ppl": 6.9099297523498535 }, { "bit": 6, "ppl": 6.9088921546936035 }, { "bit": 7, "ppl": 6.908672332763672 }, { "bit": 8, "ppl": 6.908222675323486 }, { "bit": 9, "ppl": 6.90809965133667 }, { "bit": 10, "ppl": 6.907878398895264 }, { "bit": 11, "ppl": 6.907558441162109 }, { "bit": 12, "ppl": 6.907766342163086 }, { "bit": 13, "ppl": 6.9074387550354 }, { "bit": 14, "ppl": 6.907390594482422 }, { "bit": 15, "ppl": 6.907115459442139 } ] }, { "layer.19.self_attn.o_proj": [ { "bit": 1, "ppl": 6.94011116027832 }, { "bit": 2, "ppl": 6.9159770011901855 }, { "bit": 3, "ppl": 6.910317420959473 }, { "bit": 4, "ppl": 6.908620834350586 }, { "bit": 5, "ppl": 6.90801477432251 }, { "bit": 6, "ppl": 6.907973289489746 }, { "bit": 7, "ppl": 6.90781307220459 }, { "bit": 8, "ppl": 6.9073662757873535 }, { "bit": 9, "ppl": 6.907511234283447 }, { "bit": 10, "ppl": 6.907375812530518 }, { "bit": 11, "ppl": 6.907323360443115 }, { "bit": 12, "ppl": 6.907271862030029 }, { "bit": 13, "ppl": 6.907120704650879 }, { "bit": 14, "ppl": 6.907104015350342 }, { "bit": 15, "ppl": 6.907100200653076 } ] }, { "layer.19.mlp.gate_proj": [ { "bit": 1, "ppl": 7.0516533851623535 }, { "bit": 2, "ppl": 6.954370498657227 }, { "bit": 3, "ppl": 6.926494121551514 }, { "bit": 4, "ppl": 6.9184370040893555 }, { "bit": 5, "ppl": 6.913527965545654 }, { "bit": 6, "ppl": 6.911411285400391 }, { "bit": 7, "ppl": 6.910397052764893 }, { "bit": 8, "ppl": 6.909698009490967 }, { "bit": 9, "ppl": 6.909433364868164 }, { "bit": 10, "ppl": 6.908660888671875 }, { "bit": 11, "ppl": 6.908495903015137 }, { "bit": 12, "ppl": 6.908181667327881 }, { "bit": 13, "ppl": 6.907718181610107 }, { "bit": 14, "ppl": 6.907560348510742 }, { "bit": 15, "ppl": 6.907522678375244 } ] }, { "layer.19.mlp.up_proj": [ { "bit": 1, "ppl": 7.055551528930664 }, { "bit": 2, "ppl": 6.950240612030029 }, { "bit": 3, "ppl": 6.924323558807373 }, { "bit": 4, "ppl": 6.9151434898376465 }, { "bit": 5, "ppl": 6.911622524261475 }, { "bit": 6, "ppl": 6.910067558288574 }, { "bit": 7, "ppl": 6.909008979797363 }, { "bit": 8, "ppl": 6.908493518829346 }, { "bit": 9, "ppl": 6.908018112182617 }, { "bit": 10, "ppl": 6.908125877380371 }, { "bit": 11, "ppl": 6.907841205596924 }, { "bit": 12, "ppl": 6.907714366912842 }, { "bit": 13, "ppl": 6.9072585105896 }, { "bit": 14, "ppl": 6.907454490661621 }, { "bit": 15, "ppl": 6.907189846038818 } ] }, { "layer.19.mlp.down_proj": [ { "bit": 1, "ppl": 7.093417644500732 }, { "bit": 2, "ppl": 6.965074062347412 }, { "bit": 3, "ppl": 6.931361198425293 }, { "bit": 4, "ppl": 6.917965412139893 }, { "bit": 5, "ppl": 6.913150310516357 }, { "bit": 6, "ppl": 6.911891460418701 }, { "bit": 7, "ppl": 6.910222053527832 }, { "bit": 8, "ppl": 6.909553050994873 }, { "bit": 9, "ppl": 6.908839225769043 }, { "bit": 10, "ppl": 6.908257484436035 }, { "bit": 11, "ppl": 6.907874584197998 }, { "bit": 12, "ppl": 6.907891273498535 }, { "bit": 13, "ppl": 6.907500743865967 }, { "bit": 14, "ppl": 6.907258987426758 }, { "bit": 15, "ppl": 6.906858921051025 } ] }, { "layer.20.self_attn.q_proj": [ { "bit": 1, "ppl": 6.930357933044434 }, { "bit": 2, "ppl": 6.913707733154297 }, { "bit": 3, "ppl": 6.909332752227783 }, { "bit": 4, "ppl": 6.908064365386963 }, { "bit": 5, "ppl": 6.907285213470459 }, { "bit": 6, "ppl": 6.907364845275879 }, { "bit": 7, "ppl": 6.907336711883545 }, { "bit": 8, "ppl": 6.907273292541504 }, { "bit": 9, "ppl": 6.907041549682617 }, { "bit": 10, "ppl": 6.907175540924072 }, { "bit": 11, "ppl": 6.9071173667907715 }, { "bit": 12, "ppl": 6.9070892333984375 }, { "bit": 13, "ppl": 6.906912803649902 }, { "bit": 14, "ppl": 6.907004356384277 }, { "bit": 15, "ppl": 6.907069206237793 } ] }, { "layer.20.self_attn.k_proj": [ { "bit": 1, "ppl": 6.932499885559082 }, { "bit": 2, "ppl": 6.911152362823486 }, { "bit": 3, "ppl": 6.908248424530029 }, { "bit": 4, "ppl": 6.907431602478027 }, { "bit": 5, "ppl": 6.907347679138184 }, { "bit": 6, "ppl": 6.9070725440979 }, { "bit": 7, "ppl": 6.907134056091309 }, { "bit": 8, "ppl": 6.907005310058594 }, { "bit": 9, "ppl": 6.9071550369262695 }, { "bit": 10, "ppl": 6.9072442054748535 }, { "bit": 11, "ppl": 6.907187461853027 }, { "bit": 12, "ppl": 6.907063007354736 }, { "bit": 13, "ppl": 6.907000541687012 }, { "bit": 14, "ppl": 6.907270431518555 }, { "bit": 15, "ppl": 6.907004356384277 } ] }, { "layer.20.self_attn.v_proj": [ { "bit": 1, "ppl": 6.921886444091797 }, { "bit": 2, "ppl": 6.912119388580322 }, { "bit": 3, "ppl": 6.908558368682861 }, { "bit": 4, "ppl": 6.908336162567139 }, { "bit": 5, "ppl": 6.90784215927124 }, { "bit": 6, "ppl": 6.907813549041748 }, { "bit": 7, "ppl": 6.907591819763184 }, { "bit": 8, "ppl": 6.907212257385254 }, { "bit": 9, "ppl": 6.907280445098877 }, { "bit": 10, "ppl": 6.907015800476074 }, { "bit": 11, "ppl": 6.907303810119629 }, { "bit": 12, "ppl": 6.907291889190674 }, { "bit": 13, "ppl": 6.907295227050781 }, { "bit": 14, "ppl": 6.9070634841918945 }, { "bit": 15, "ppl": 6.907054424285889 } ] }, { "layer.20.self_attn.o_proj": [ { "bit": 1, "ppl": 6.9270477294921875 }, { "bit": 2, "ppl": 6.91269063949585 }, { "bit": 3, "ppl": 6.908030986785889 }, { "bit": 4, "ppl": 6.908047676086426 }, { "bit": 5, "ppl": 6.907193183898926 }, { "bit": 6, "ppl": 6.907140254974365 }, { "bit": 7, "ppl": 6.907159328460693 }, { "bit": 8, "ppl": 6.907262325286865 }, { "bit": 9, "ppl": 6.907295227050781 }, { "bit": 10, "ppl": 6.9072160720825195 }, { "bit": 11, "ppl": 6.907026767730713 }, { "bit": 12, "ppl": 6.907265663146973 }, { "bit": 13, "ppl": 6.907010078430176 }, { "bit": 14, "ppl": 6.9071197509765625 }, { "bit": 15, "ppl": 6.9071550369262695 } ] }, { "layer.20.mlp.gate_proj": [ { "bit": 1, "ppl": 7.049570560455322 }, { "bit": 2, "ppl": 6.948861598968506 }, { "bit": 3, "ppl": 6.921802043914795 }, { "bit": 4, "ppl": 6.9147844314575195 }, { "bit": 5, "ppl": 6.9117817878723145 }, { "bit": 6, "ppl": 6.91018533706665 }, { "bit": 7, "ppl": 6.90934419631958 }, { "bit": 8, "ppl": 6.909253120422363 }, { "bit": 9, "ppl": 6.908566474914551 }, { "bit": 10, "ppl": 6.908426761627197 }, { "bit": 11, "ppl": 6.9075541496276855 }, { "bit": 12, "ppl": 6.9077630043029785 }, { "bit": 13, "ppl": 6.90737247467041 }, { "bit": 14, "ppl": 6.907271862030029 }, { "bit": 15, "ppl": 6.907167911529541 } ] }, { "layer.20.mlp.up_proj": [ { "bit": 1, "ppl": 7.046164512634277 }, { "bit": 2, "ppl": 6.948585510253906 }, { "bit": 3, "ppl": 6.922710418701172 }, { "bit": 4, "ppl": 6.912786483764648 }, { "bit": 5, "ppl": 6.911365032196045 }, { "bit": 6, "ppl": 6.909748554229736 }, { "bit": 7, "ppl": 6.907942771911621 }, { "bit": 8, "ppl": 6.908111095428467 }, { "bit": 9, "ppl": 6.907649993896484 }, { "bit": 10, "ppl": 6.907790184020996 }, { "bit": 11, "ppl": 6.907612323760986 }, { "bit": 12, "ppl": 6.907419204711914 }, { "bit": 13, "ppl": 6.907332897186279 }, { "bit": 14, "ppl": 6.907399654388428 }, { "bit": 15, "ppl": 6.906951427459717 } ] }, { "layer.20.mlp.down_proj": [ { "bit": 1, "ppl": 7.077714920043945 }, { "bit": 2, "ppl": 6.957942962646484 }, { "bit": 3, "ppl": 6.929318428039551 }, { "bit": 4, "ppl": 6.919206142425537 }, { "bit": 5, "ppl": 6.913806915283203 }, { "bit": 6, "ppl": 6.911496639251709 }, { "bit": 7, "ppl": 6.910892486572266 }, { "bit": 8, "ppl": 6.9099602699279785 }, { "bit": 9, "ppl": 6.909247875213623 }, { "bit": 10, "ppl": 6.908306121826172 }, { "bit": 11, "ppl": 6.9083251953125 }, { "bit": 12, "ppl": 6.907859802246094 }, { "bit": 13, "ppl": 6.907552242279053 }, { "bit": 14, "ppl": 6.907608509063721 }, { "bit": 15, "ppl": 6.906836986541748 } ] }, { "layer.21.self_attn.q_proj": [ { "bit": 1, "ppl": 6.939321517944336 }, { "bit": 2, "ppl": 6.914133548736572 }, { "bit": 3, "ppl": 6.90976619720459 }, { "bit": 4, "ppl": 6.908367156982422 }, { "bit": 5, "ppl": 6.907866954803467 }, { "bit": 6, "ppl": 6.90744161605835 }, { "bit": 7, "ppl": 6.90731143951416 }, { "bit": 8, "ppl": 6.907212257385254 }, { "bit": 9, "ppl": 6.907325744628906 }, { "bit": 10, "ppl": 6.907369136810303 }, { "bit": 11, "ppl": 6.907000541687012 }, { "bit": 12, "ppl": 6.9071044921875 }, { "bit": 13, "ppl": 6.907193183898926 }, { "bit": 14, "ppl": 6.90709924697876 }, { "bit": 15, "ppl": 6.907116889953613 } ] }, { "layer.21.self_attn.k_proj": [ { "bit": 1, "ppl": 6.92751407623291 }, { "bit": 2, "ppl": 6.913321495056152 }, { "bit": 3, "ppl": 6.909212112426758 }, { "bit": 4, "ppl": 6.908357620239258 }, { "bit": 5, "ppl": 6.90777587890625 }, { "bit": 6, "ppl": 6.9071550369262695 }, { "bit": 7, "ppl": 6.907196044921875 }, { "bit": 8, "ppl": 6.90714168548584 }, { "bit": 9, "ppl": 6.907280445098877 }, { "bit": 10, "ppl": 6.907098293304443 }, { "bit": 11, "ppl": 6.907037734985352 }, { "bit": 12, "ppl": 6.906955242156982 }, { "bit": 13, "ppl": 6.907148838043213 }, { "bit": 14, "ppl": 6.907125473022461 }, { "bit": 15, "ppl": 6.9071831703186035 } ] }, { "layer.21.self_attn.v_proj": [ { "bit": 1, "ppl": 6.934073448181152 }, { "bit": 2, "ppl": 6.9154815673828125 }, { "bit": 3, "ppl": 6.909948825836182 }, { "bit": 4, "ppl": 6.908862590789795 }, { "bit": 5, "ppl": 6.907792568206787 }, { "bit": 6, "ppl": 6.90778112411499 }, { "bit": 7, "ppl": 6.907334804534912 }, { "bit": 8, "ppl": 6.907134056091309 }, { "bit": 9, "ppl": 6.907103061676025 }, { "bit": 10, "ppl": 6.907094955444336 }, { "bit": 11, "ppl": 6.907097339630127 }, { "bit": 12, "ppl": 6.907138347625732 }, { "bit": 13, "ppl": 6.906993865966797 }, { "bit": 14, "ppl": 6.90706205368042 }, { "bit": 15, "ppl": 6.907044887542725 } ] }, { "layer.21.self_attn.o_proj": [ { "bit": 1, "ppl": 6.939395427703857 }, { "bit": 2, "ppl": 6.91824197769165 }, { "bit": 3, "ppl": 6.912394046783447 }, { "bit": 4, "ppl": 6.9097113609313965 }, { "bit": 5, "ppl": 6.90883207321167 }, { "bit": 6, "ppl": 6.907981872558594 }, { "bit": 7, "ppl": 6.9080305099487305 }, { "bit": 8, "ppl": 6.907632827758789 }, { "bit": 9, "ppl": 6.907738208770752 }, { "bit": 10, "ppl": 6.907333850860596 }, { "bit": 11, "ppl": 6.907383918762207 }, { "bit": 12, "ppl": 6.907245635986328 }, { "bit": 13, "ppl": 6.907290458679199 }, { "bit": 14, "ppl": 6.907140254974365 }, { "bit": 15, "ppl": 6.907258987426758 } ] }, { "layer.21.mlp.gate_proj": [ { "bit": 1, "ppl": 7.05898904800415 }, { "bit": 2, "ppl": 6.953630447387695 }, { "bit": 3, "ppl": 6.925538539886475 }, { "bit": 4, "ppl": 6.917053699493408 }, { "bit": 5, "ppl": 6.912772178649902 }, { "bit": 6, "ppl": 6.910886287689209 }, { "bit": 7, "ppl": 6.909952640533447 }, { "bit": 8, "ppl": 6.909306526184082 }, { "bit": 9, "ppl": 6.908566474914551 }, { "bit": 10, "ppl": 6.908514022827148 }, { "bit": 11, "ppl": 6.907695293426514 }, { "bit": 12, "ppl": 6.907586574554443 }, { "bit": 13, "ppl": 6.907474517822266 }, { "bit": 14, "ppl": 6.907224178314209 }, { "bit": 15, "ppl": 6.907047271728516 } ] }, { "layer.21.mlp.up_proj": [ { "bit": 1, "ppl": 7.056881427764893 }, { "bit": 2, "ppl": 6.950476169586182 }, { "bit": 3, "ppl": 6.923274993896484 }, { "bit": 4, "ppl": 6.91597318649292 }, { "bit": 5, "ppl": 6.913018226623535 }, { "bit": 6, "ppl": 6.911218166351318 }, { "bit": 7, "ppl": 6.909869194030762 }, { "bit": 8, "ppl": 6.908945560455322 }, { "bit": 9, "ppl": 6.908756256103516 }, { "bit": 10, "ppl": 6.908063888549805 }, { "bit": 11, "ppl": 6.907957077026367 }, { "bit": 12, "ppl": 6.907402038574219 }, { "bit": 13, "ppl": 6.907773494720459 }, { "bit": 14, "ppl": 6.9074015617370605 }, { "bit": 15, "ppl": 6.90740442276001 } ] }, { "layer.21.mlp.down_proj": [ { "bit": 1, "ppl": 7.089489459991455 }, { "bit": 2, "ppl": 6.968841075897217 }, { "bit": 3, "ppl": 6.932963848114014 }, { "bit": 4, "ppl": 6.918282985687256 }, { "bit": 5, "ppl": 6.913527488708496 }, { "bit": 6, "ppl": 6.911417484283447 }, { "bit": 7, "ppl": 6.9106340408325195 }, { "bit": 8, "ppl": 6.9090495109558105 }, { "bit": 9, "ppl": 6.9091715812683105 }, { "bit": 10, "ppl": 6.908635139465332 }, { "bit": 11, "ppl": 6.908250331878662 }, { "bit": 12, "ppl": 6.907937526702881 }, { "bit": 13, "ppl": 6.9077019691467285 }, { "bit": 14, "ppl": 6.9073591232299805 }, { "bit": 15, "ppl": 6.907008647918701 } ] }, { "layer.22.self_attn.q_proj": [ { "bit": 1, "ppl": 6.937241077423096 }, { "bit": 2, "ppl": 6.915877342224121 }, { "bit": 3, "ppl": 6.909003734588623 }, { "bit": 4, "ppl": 6.908282279968262 }, { "bit": 5, "ppl": 6.90808629989624 }, { "bit": 6, "ppl": 6.907731533050537 }, { "bit": 7, "ppl": 6.907684803009033 }, { "bit": 8, "ppl": 6.907605171203613 }, { "bit": 9, "ppl": 6.907455921173096 }, { "bit": 10, "ppl": 6.907430171966553 }, { "bit": 11, "ppl": 6.907137393951416 }, { "bit": 12, "ppl": 6.907262802124023 }, { "bit": 13, "ppl": 6.907046318054199 }, { "bit": 14, "ppl": 6.907282829284668 }, { "bit": 15, "ppl": 6.907100200653076 } ] }, { "layer.22.self_attn.k_proj": [ { "bit": 1, "ppl": 6.922306060791016 }, { "bit": 2, "ppl": 6.910336017608643 }, { "bit": 3, "ppl": 6.90906286239624 }, { "bit": 4, "ppl": 6.908026695251465 }, { "bit": 5, "ppl": 6.907197952270508 }, { "bit": 6, "ppl": 6.907066345214844 }, { "bit": 7, "ppl": 6.906918048858643 }, { "bit": 8, "ppl": 6.907161712646484 }, { "bit": 9, "ppl": 6.9071502685546875 }, { "bit": 10, "ppl": 6.906937122344971 }, { "bit": 11, "ppl": 6.907059192657471 }, { "bit": 12, "ppl": 6.906976222991943 }, { "bit": 13, "ppl": 6.907163619995117 }, { "bit": 14, "ppl": 6.906903266906738 }, { "bit": 15, "ppl": 6.90709924697876 } ] }, { "layer.22.self_attn.v_proj": [ { "bit": 1, "ppl": 6.928454399108887 }, { "bit": 2, "ppl": 6.914661407470703 }, { "bit": 3, "ppl": 6.9112701416015625 }, { "bit": 4, "ppl": 6.909182071685791 }, { "bit": 5, "ppl": 6.908669471740723 }, { "bit": 6, "ppl": 6.907940864562988 }, { "bit": 7, "ppl": 6.907738208770752 }, { "bit": 8, "ppl": 6.907688617706299 }, { "bit": 9, "ppl": 6.90744161605835 }, { "bit": 10, "ppl": 6.90744686126709 }, { "bit": 11, "ppl": 6.9073381423950195 }, { "bit": 12, "ppl": 6.9071550369262695 }, { "bit": 13, "ppl": 6.90714168548584 }, { "bit": 14, "ppl": 6.907067775726318 }, { "bit": 15, "ppl": 6.906959056854248 } ] }, { "layer.22.self_attn.o_proj": [ { "bit": 1, "ppl": 6.933450222015381 }, { "bit": 2, "ppl": 6.9160380363464355 }, { "bit": 3, "ppl": 6.911282539367676 }, { "bit": 4, "ppl": 6.909422874450684 }, { "bit": 5, "ppl": 6.908675670623779 }, { "bit": 6, "ppl": 6.908100605010986 }, { "bit": 7, "ppl": 6.908190727233887 }, { "bit": 8, "ppl": 6.908084392547607 }, { "bit": 9, "ppl": 6.907648086547852 }, { "bit": 10, "ppl": 6.90748929977417 }, { "bit": 11, "ppl": 6.907342910766602 }, { "bit": 12, "ppl": 6.9074859619140625 }, { "bit": 13, "ppl": 6.907210350036621 }, { "bit": 14, "ppl": 6.907277584075928 }, { "bit": 15, "ppl": 6.907063007354736 } ] }, { "layer.22.mlp.gate_proj": [ { "bit": 1, "ppl": 7.056826591491699 }, { "bit": 2, "ppl": 6.954971790313721 }, { "bit": 3, "ppl": 6.924765110015869 }, { "bit": 4, "ppl": 6.916177272796631 }, { "bit": 5, "ppl": 6.912527561187744 }, { "bit": 6, "ppl": 6.910472393035889 }, { "bit": 7, "ppl": 6.909446716308594 }, { "bit": 8, "ppl": 6.908556938171387 }, { "bit": 9, "ppl": 6.908268451690674 }, { "bit": 10, "ppl": 6.908120155334473 }, { "bit": 11, "ppl": 6.907366752624512 }, { "bit": 12, "ppl": 6.9075093269348145 }, { "bit": 13, "ppl": 6.907071113586426 }, { "bit": 14, "ppl": 6.907336711883545 }, { "bit": 15, "ppl": 6.907074451446533 } ] }, { "layer.22.mlp.up_proj": [ { "bit": 1, "ppl": 7.039992809295654 }, { "bit": 2, "ppl": 6.944224834442139 }, { "bit": 3, "ppl": 6.921268939971924 }, { "bit": 4, "ppl": 6.9125285148620605 }, { "bit": 5, "ppl": 6.909161567687988 }, { "bit": 6, "ppl": 6.909409046173096 }, { "bit": 7, "ppl": 6.908477306365967 }, { "bit": 8, "ppl": 6.907559871673584 }, { "bit": 9, "ppl": 6.907769680023193 }, { "bit": 10, "ppl": 6.907647609710693 }, { "bit": 11, "ppl": 6.907595157623291 }, { "bit": 12, "ppl": 6.907262325286865 }, { "bit": 13, "ppl": 6.907357692718506 }, { "bit": 14, "ppl": 6.9071197509765625 }, { "bit": 15, "ppl": 6.907180309295654 } ] }, { "layer.22.mlp.down_proj": [ { "bit": 1, "ppl": 7.069446563720703 }, { "bit": 2, "ppl": 6.963918685913086 }, { "bit": 3, "ppl": 6.9326605796813965 }, { "bit": 4, "ppl": 6.91847038269043 }, { "bit": 5, "ppl": 6.915015697479248 }, { "bit": 6, "ppl": 6.911763668060303 }, { "bit": 7, "ppl": 6.910990238189697 }, { "bit": 8, "ppl": 6.909673690795898 }, { "bit": 9, "ppl": 6.909329891204834 }, { "bit": 10, "ppl": 6.908679962158203 }, { "bit": 11, "ppl": 6.908452987670898 }, { "bit": 12, "ppl": 6.9077558517456055 }, { "bit": 13, "ppl": 6.90767765045166 }, { "bit": 14, "ppl": 6.907383441925049 }, { "bit": 15, "ppl": 6.907337188720703 } ] }, { "layer.23.self_attn.q_proj": [ { "bit": 1, "ppl": 6.933138370513916 }, { "bit": 2, "ppl": 6.912789344787598 }, { "bit": 3, "ppl": 6.908950328826904 }, { "bit": 4, "ppl": 6.907381534576416 }, { "bit": 5, "ppl": 6.907246112823486 }, { "bit": 6, "ppl": 6.907337188720703 }, { "bit": 7, "ppl": 6.907210350036621 }, { "bit": 8, "ppl": 6.907281875610352 }, { "bit": 9, "ppl": 6.906989097595215 }, { "bit": 10, "ppl": 6.907120704650879 }, { "bit": 11, "ppl": 6.907262325286865 }, { "bit": 12, "ppl": 6.907047271728516 }, { "bit": 13, "ppl": 6.907135963439941 }, { "bit": 14, "ppl": 6.9069905281066895 }, { "bit": 15, "ppl": 6.907011032104492 } ] }, { "layer.23.self_attn.k_proj": [ { "bit": 1, "ppl": 6.920588970184326 }, { "bit": 2, "ppl": 6.909984588623047 }, { "bit": 3, "ppl": 6.907850742340088 }, { "bit": 4, "ppl": 6.906981468200684 }, { "bit": 5, "ppl": 6.906947612762451 }, { "bit": 6, "ppl": 6.906843185424805 }, { "bit": 7, "ppl": 6.907242298126221 }, { "bit": 8, "ppl": 6.9072418212890625 }, { "bit": 9, "ppl": 6.907184600830078 }, { "bit": 10, "ppl": 6.907013416290283 }, { "bit": 11, "ppl": 6.907143592834473 }, { "bit": 12, "ppl": 6.907212734222412 }, { "bit": 13, "ppl": 6.907153129577637 }, { "bit": 14, "ppl": 6.907085418701172 }, { "bit": 15, "ppl": 6.907050132751465 } ] }, { "layer.23.self_attn.v_proj": [ { "bit": 1, "ppl": 6.924921989440918 }, { "bit": 2, "ppl": 6.912412166595459 }, { "bit": 3, "ppl": 6.909291744232178 }, { "bit": 4, "ppl": 6.9081926345825195 }, { "bit": 5, "ppl": 6.907798767089844 }, { "bit": 6, "ppl": 6.907526969909668 }, { "bit": 7, "ppl": 6.907268524169922 }, { "bit": 8, "ppl": 6.907402038574219 }, { "bit": 9, "ppl": 6.907214164733887 }, { "bit": 10, "ppl": 6.907230854034424 }, { "bit": 11, "ppl": 6.907037734985352 }, { "bit": 12, "ppl": 6.907137393951416 }, { "bit": 13, "ppl": 6.906955242156982 }, { "bit": 14, "ppl": 6.90714168548584 }, { "bit": 15, "ppl": 6.9071807861328125 } ] }, { "layer.23.self_attn.o_proj": [ { "bit": 1, "ppl": 6.929304599761963 }, { "bit": 2, "ppl": 6.914205551147461 }, { "bit": 3, "ppl": 6.91121244430542 }, { "bit": 4, "ppl": 6.909527778625488 }, { "bit": 5, "ppl": 6.908255577087402 }, { "bit": 6, "ppl": 6.907460689544678 }, { "bit": 7, "ppl": 6.9076361656188965 }, { "bit": 8, "ppl": 6.907505035400391 }, { "bit": 9, "ppl": 6.9073381423950195 }, { "bit": 10, "ppl": 6.907425880432129 }, { "bit": 11, "ppl": 6.907323360443115 }, { "bit": 12, "ppl": 6.907249927520752 }, { "bit": 13, "ppl": 6.907061576843262 }, { "bit": 14, "ppl": 6.907107353210449 }, { "bit": 15, "ppl": 6.907048225402832 } ] }, { "layer.23.mlp.gate_proj": [ { "bit": 1, "ppl": 7.046758651733398 }, { "bit": 2, "ppl": 6.950512409210205 }, { "bit": 3, "ppl": 6.9256415367126465 }, { "bit": 4, "ppl": 6.91680383682251 }, { "bit": 5, "ppl": 6.912652969360352 }, { "bit": 6, "ppl": 6.911559104919434 }, { "bit": 7, "ppl": 6.910165309906006 }, { "bit": 8, "ppl": 6.909047603607178 }, { "bit": 9, "ppl": 6.908633708953857 }, { "bit": 10, "ppl": 6.908436298370361 }, { "bit": 11, "ppl": 6.907914161682129 }, { "bit": 12, "ppl": 6.907858371734619 }, { "bit": 13, "ppl": 6.907443046569824 }, { "bit": 14, "ppl": 6.907364368438721 }, { "bit": 15, "ppl": 6.907052040100098 } ] }, { "layer.23.mlp.up_proj": [ { "bit": 1, "ppl": 7.047696590423584 }, { "bit": 2, "ppl": 6.951465129852295 }, { "bit": 3, "ppl": 6.927139759063721 }, { "bit": 4, "ppl": 6.917463302612305 }, { "bit": 5, "ppl": 6.912722110748291 }, { "bit": 6, "ppl": 6.911163806915283 }, { "bit": 7, "ppl": 6.910528659820557 }, { "bit": 8, "ppl": 6.909601211547852 }, { "bit": 9, "ppl": 6.909106731414795 }, { "bit": 10, "ppl": 6.908154010772705 }, { "bit": 11, "ppl": 6.908306121826172 }, { "bit": 12, "ppl": 6.907843112945557 }, { "bit": 13, "ppl": 6.9076972007751465 }, { "bit": 14, "ppl": 6.907354354858398 }, { "bit": 15, "ppl": 6.907193183898926 } ] }, { "layer.23.mlp.down_proj": [ { "bit": 1, "ppl": 7.068139553070068 }, { "bit": 2, "ppl": 6.957744598388672 }, { "bit": 3, "ppl": 6.92781400680542 }, { "bit": 4, "ppl": 6.916078567504883 }, { "bit": 5, "ppl": 6.913599967956543 }, { "bit": 6, "ppl": 6.911377429962158 }, { "bit": 7, "ppl": 6.909928321838379 }, { "bit": 8, "ppl": 6.909387588500977 }, { "bit": 9, "ppl": 6.908856391906738 }, { "bit": 10, "ppl": 6.908930778503418 }, { "bit": 11, "ppl": 6.90814208984375 }, { "bit": 12, "ppl": 6.907887935638428 }, { "bit": 13, "ppl": 6.90785026550293 }, { "bit": 14, "ppl": 6.907524108886719 }, { "bit": 15, "ppl": 6.907444477081299 } ] }, { "layer.24.self_attn.q_proj": [ { "bit": 1, "ppl": 6.917222499847412 }, { "bit": 2, "ppl": 6.9058990478515625 }, { "bit": 3, "ppl": 6.9058427810668945 }, { "bit": 4, "ppl": 6.905313968658447 }, { "bit": 5, "ppl": 6.905481338500977 }, { "bit": 6, "ppl": 6.906135082244873 }, { "bit": 7, "ppl": 6.906318664550781 }, { "bit": 8, "ppl": 6.906228065490723 }, { "bit": 9, "ppl": 6.9065656661987305 }, { "bit": 10, "ppl": 6.9066314697265625 }, { "bit": 11, "ppl": 6.906769752502441 }, { "bit": 12, "ppl": 6.906875133514404 }, { "bit": 13, "ppl": 6.9068922996521 }, { "bit": 14, "ppl": 6.907085418701172 }, { "bit": 15, "ppl": 6.9070868492126465 } ] }, { "layer.24.self_attn.k_proj": [ { "bit": 1, "ppl": 6.9124274253845215 }, { "bit": 2, "ppl": 6.907443046569824 }, { "bit": 3, "ppl": 6.906858921051025 }, { "bit": 4, "ppl": 6.906068801879883 }, { "bit": 5, "ppl": 6.906959056854248 }, { "bit": 6, "ppl": 6.90687370300293 }, { "bit": 7, "ppl": 6.9070281982421875 }, { "bit": 8, "ppl": 6.906822204589844 }, { "bit": 9, "ppl": 6.906883239746094 }, { "bit": 10, "ppl": 6.906933307647705 }, { "bit": 11, "ppl": 6.907135486602783 }, { "bit": 12, "ppl": 6.907087802886963 }, { "bit": 13, "ppl": 6.907031536102295 }, { "bit": 14, "ppl": 6.9069952964782715 }, { "bit": 15, "ppl": 6.907128810882568 } ] }, { "layer.24.self_attn.v_proj": [ { "bit": 1, "ppl": 6.909801959991455 }, { "bit": 2, "ppl": 6.908019542694092 }, { "bit": 3, "ppl": 6.907312870025635 }, { "bit": 4, "ppl": 6.90708589553833 }, { "bit": 5, "ppl": 6.9072160720825195 }, { "bit": 6, "ppl": 6.907121181488037 }, { "bit": 7, "ppl": 6.907238960266113 }, { "bit": 8, "ppl": 6.907114028930664 }, { "bit": 9, "ppl": 6.90720272064209 }, { "bit": 10, "ppl": 6.907193183898926 }, { "bit": 11, "ppl": 6.906987190246582 }, { "bit": 12, "ppl": 6.906965255737305 }, { "bit": 13, "ppl": 6.907354354858398 }, { "bit": 14, "ppl": 6.907001495361328 }, { "bit": 15, "ppl": 6.907122611999512 } ] }, { "layer.24.self_attn.o_proj": [ { "bit": 1, "ppl": 6.913161277770996 }, { "bit": 2, "ppl": 6.909133434295654 }, { "bit": 3, "ppl": 6.906736850738525 }, { "bit": 4, "ppl": 6.9071831703186035 }, { "bit": 5, "ppl": 6.906909465789795 }, { "bit": 6, "ppl": 6.906932830810547 }, { "bit": 7, "ppl": 6.907232761383057 }, { "bit": 8, "ppl": 6.906795501708984 }, { "bit": 9, "ppl": 6.907065391540527 }, { "bit": 10, "ppl": 6.9070024490356445 }, { "bit": 11, "ppl": 6.90681791305542 }, { "bit": 12, "ppl": 6.907076835632324 }, { "bit": 13, "ppl": 6.907047271728516 }, { "bit": 14, "ppl": 6.906972885131836 }, { "bit": 15, "ppl": 6.907110214233398 } ] }, { "layer.24.mlp.gate_proj": [ { "bit": 1, "ppl": 7.038510799407959 }, { "bit": 2, "ppl": 6.948526382446289 }, { "bit": 3, "ppl": 6.92305850982666 }, { "bit": 4, "ppl": 6.9156694412231445 }, { "bit": 5, "ppl": 6.91173791885376 }, { "bit": 6, "ppl": 6.910175800323486 }, { "bit": 7, "ppl": 6.90981912612915 }, { "bit": 8, "ppl": 6.908560276031494 }, { "bit": 9, "ppl": 6.908641338348389 }, { "bit": 10, "ppl": 6.9080586433410645 }, { "bit": 11, "ppl": 6.907580375671387 }, { "bit": 12, "ppl": 6.907717704772949 }, { "bit": 13, "ppl": 6.907418727874756 }, { "bit": 14, "ppl": 6.907336711883545 }, { "bit": 15, "ppl": 6.90702486038208 } ] }, { "layer.24.mlp.up_proj": [ { "bit": 1, "ppl": 7.046243667602539 }, { "bit": 2, "ppl": 6.949731349945068 }, { "bit": 3, "ppl": 6.927574157714844 }, { "bit": 4, "ppl": 6.918219566345215 }, { "bit": 5, "ppl": 6.912844181060791 }, { "bit": 6, "ppl": 6.911386966705322 }, { "bit": 7, "ppl": 6.91014289855957 }, { "bit": 8, "ppl": 6.909246921539307 }, { "bit": 9, "ppl": 6.909124851226807 }, { "bit": 10, "ppl": 6.90854024887085 }, { "bit": 11, "ppl": 6.90806245803833 }, { "bit": 12, "ppl": 6.907805442810059 }, { "bit": 13, "ppl": 6.90759801864624 }, { "bit": 14, "ppl": 6.907589435577393 }, { "bit": 15, "ppl": 6.907323837280273 } ] }, { "layer.24.mlp.down_proj": [ { "bit": 1, "ppl": 7.052663803100586 }, { "bit": 2, "ppl": 6.952380180358887 }, { "bit": 3, "ppl": 6.924846649169922 }, { "bit": 4, "ppl": 6.916393756866455 }, { "bit": 5, "ppl": 6.911806583404541 }, { "bit": 6, "ppl": 6.9105682373046875 }, { "bit": 7, "ppl": 6.909550189971924 }, { "bit": 8, "ppl": 6.908705711364746 }, { "bit": 9, "ppl": 6.908774375915527 }, { "bit": 10, "ppl": 6.90836238861084 }, { "bit": 11, "ppl": 6.908244609832764 }, { "bit": 12, "ppl": 6.907492637634277 }, { "bit": 13, "ppl": 6.907690525054932 }, { "bit": 14, "ppl": 6.907310962677002 }, { "bit": 15, "ppl": 6.907546520233154 } ] }, { "layer.25.self_attn.q_proj": [ { "bit": 1, "ppl": 6.929329872131348 }, { "bit": 2, "ppl": 6.910577774047852 }, { "bit": 3, "ppl": 6.9086503982543945 }, { "bit": 4, "ppl": 6.907303333282471 }, { "bit": 5, "ppl": 6.90733528137207 }, { "bit": 6, "ppl": 6.906866550445557 }, { "bit": 7, "ppl": 6.9069905281066895 }, { "bit": 8, "ppl": 6.907039165496826 }, { "bit": 9, "ppl": 6.90701150894165 }, { "bit": 10, "ppl": 6.907054424285889 }, { "bit": 11, "ppl": 6.907102584838867 }, { "bit": 12, "ppl": 6.9071173667907715 }, { "bit": 13, "ppl": 6.907011032104492 }, { "bit": 14, "ppl": 6.906918048858643 }, { "bit": 15, "ppl": 6.907110214233398 } ] }, { "layer.25.self_attn.k_proj": [ { "bit": 1, "ppl": 6.932445049285889 }, { "bit": 2, "ppl": 6.915203094482422 }, { "bit": 3, "ppl": 6.910821437835693 }, { "bit": 4, "ppl": 6.908575057983398 }, { "bit": 5, "ppl": 6.907896995544434 }, { "bit": 6, "ppl": 6.907077789306641 }, { "bit": 7, "ppl": 6.9075140953063965 }, { "bit": 8, "ppl": 6.90733528137207 }, { "bit": 9, "ppl": 6.907390594482422 }, { "bit": 10, "ppl": 6.907109260559082 }, { "bit": 11, "ppl": 6.907153129577637 }, { "bit": 12, "ppl": 6.907264232635498 }, { "bit": 13, "ppl": 6.907176494598389 }, { "bit": 14, "ppl": 6.906937122344971 }, { "bit": 15, "ppl": 6.9071526527404785 } ] }, { "layer.25.self_attn.v_proj": [ { "bit": 1, "ppl": 6.924654960632324 }, { "bit": 2, "ppl": 6.913636684417725 }, { "bit": 3, "ppl": 6.9091620445251465 }, { "bit": 4, "ppl": 6.907098293304443 }, { "bit": 5, "ppl": 6.907933712005615 }, { "bit": 6, "ppl": 6.907197952270508 }, { "bit": 7, "ppl": 6.907074928283691 }, { "bit": 8, "ppl": 6.907262802124023 }, { "bit": 9, "ppl": 6.907181262969971 }, { "bit": 10, "ppl": 6.90708589553833 }, { "bit": 11, "ppl": 6.907132148742676 }, { "bit": 12, "ppl": 6.907173156738281 }, { "bit": 13, "ppl": 6.907242298126221 }, { "bit": 14, "ppl": 6.907094478607178 }, { "bit": 15, "ppl": 6.907153129577637 } ] }, { "layer.25.self_attn.o_proj": [ { "bit": 1, "ppl": 6.928104877471924 }, { "bit": 2, "ppl": 6.9142165184021 }, { "bit": 3, "ppl": 6.910525321960449 }, { "bit": 4, "ppl": 6.909356594085693 }, { "bit": 5, "ppl": 6.90875244140625 }, { "bit": 6, "ppl": 6.908120155334473 }, { "bit": 7, "ppl": 6.907591819763184 }, { "bit": 8, "ppl": 6.907827377319336 }, { "bit": 9, "ppl": 6.907589435577393 }, { "bit": 10, "ppl": 6.907390594482422 }, { "bit": 11, "ppl": 6.907230854034424 }, { "bit": 12, "ppl": 6.907290458679199 }, { "bit": 13, "ppl": 6.90715217590332 }, { "bit": 14, "ppl": 6.907134532928467 }, { "bit": 15, "ppl": 6.907122611999512 } ] }, { "layer.25.mlp.gate_proj": [ { "bit": 1, "ppl": 7.038175582885742 }, { "bit": 2, "ppl": 6.945939540863037 }, { "bit": 3, "ppl": 6.924032211303711 }, { "bit": 4, "ppl": 6.915865421295166 }, { "bit": 5, "ppl": 6.912660598754883 }, { "bit": 6, "ppl": 6.91068172454834 }, { "bit": 7, "ppl": 6.909761428833008 }, { "bit": 8, "ppl": 6.909515380859375 }, { "bit": 9, "ppl": 6.908962249755859 }, { "bit": 10, "ppl": 6.908435821533203 }, { "bit": 11, "ppl": 6.907845973968506 }, { "bit": 12, "ppl": 6.907874584197998 }, { "bit": 13, "ppl": 6.907492637634277 }, { "bit": 14, "ppl": 6.907468318939209 }, { "bit": 15, "ppl": 6.906919956207275 } ] }, { "layer.25.mlp.up_proj": [ { "bit": 1, "ppl": 7.030877113342285 }, { "bit": 2, "ppl": 6.945224285125732 }, { "bit": 3, "ppl": 6.923782825469971 }, { "bit": 4, "ppl": 6.9163923263549805 }, { "bit": 5, "ppl": 6.912700653076172 }, { "bit": 6, "ppl": 6.910221099853516 }, { "bit": 7, "ppl": 6.909631252288818 }, { "bit": 8, "ppl": 6.908779144287109 }, { "bit": 9, "ppl": 6.9087677001953125 }, { "bit": 10, "ppl": 6.908326148986816 }, { "bit": 11, "ppl": 6.908125400543213 }, { "bit": 12, "ppl": 6.907693862915039 }, { "bit": 13, "ppl": 6.907688617706299 }, { "bit": 14, "ppl": 6.907214164733887 }, { "bit": 15, "ppl": 6.907283306121826 } ] }, { "layer.25.mlp.down_proj": [ { "bit": 1, "ppl": 7.035676002502441 }, { "bit": 2, "ppl": 6.948622226715088 }, { "bit": 3, "ppl": 6.924526214599609 }, { "bit": 4, "ppl": 6.915775299072266 }, { "bit": 5, "ppl": 6.912109851837158 }, { "bit": 6, "ppl": 6.910489082336426 }, { "bit": 7, "ppl": 6.909357070922852 }, { "bit": 8, "ppl": 6.908621788024902 }, { "bit": 9, "ppl": 6.908320903778076 }, { "bit": 10, "ppl": 6.908573627471924 }, { "bit": 11, "ppl": 6.9075751304626465 }, { "bit": 12, "ppl": 6.907766342163086 }, { "bit": 13, "ppl": 6.9072065353393555 }, { "bit": 14, "ppl": 6.9072442054748535 }, { "bit": 15, "ppl": 6.907095432281494 } ] }, { "layer.26.self_attn.q_proj": [ { "bit": 1, "ppl": 6.940285682678223 }, { "bit": 2, "ppl": 6.914034843444824 }, { "bit": 3, "ppl": 6.909297943115234 }, { "bit": 4, "ppl": 6.9081597328186035 }, { "bit": 5, "ppl": 6.907354354858398 }, { "bit": 6, "ppl": 6.907430171966553 }, { "bit": 7, "ppl": 6.907204627990723 }, { "bit": 8, "ppl": 6.907288551330566 }, { "bit": 9, "ppl": 6.90708065032959 }, { "bit": 10, "ppl": 6.907233238220215 }, { "bit": 11, "ppl": 6.907110214233398 }, { "bit": 12, "ppl": 6.907057762145996 }, { "bit": 13, "ppl": 6.906998157501221 }, { "bit": 14, "ppl": 6.906949520111084 }, { "bit": 15, "ppl": 6.907097339630127 } ] }, { "layer.26.self_attn.k_proj": [ { "bit": 1, "ppl": 6.929540157318115 }, { "bit": 2, "ppl": 6.9114789962768555 }, { "bit": 3, "ppl": 6.9097065925598145 }, { "bit": 4, "ppl": 6.908249855041504 }, { "bit": 5, "ppl": 6.907383918762207 }, { "bit": 6, "ppl": 6.907671928405762 }, { "bit": 7, "ppl": 6.9075541496276855 }, { "bit": 8, "ppl": 6.907604694366455 }, { "bit": 9, "ppl": 6.907375812530518 }, { "bit": 10, "ppl": 6.907427787780762 }, { "bit": 11, "ppl": 6.907441139221191 }, { "bit": 12, "ppl": 6.9072980880737305 }, { "bit": 13, "ppl": 6.907329559326172 }, { "bit": 14, "ppl": 6.907252788543701 }, { "bit": 15, "ppl": 6.907171726226807 } ] }, { "layer.26.self_attn.v_proj": [ { "bit": 1, "ppl": 6.9247965812683105 }, { "bit": 2, "ppl": 6.912186145782471 }, { "bit": 3, "ppl": 6.908988952636719 }, { "bit": 4, "ppl": 6.9078874588012695 }, { "bit": 5, "ppl": 6.907228469848633 }, { "bit": 6, "ppl": 6.907328128814697 }, { "bit": 7, "ppl": 6.906693458557129 }, { "bit": 8, "ppl": 6.907052993774414 }, { "bit": 9, "ppl": 6.90680456161499 }, { "bit": 10, "ppl": 6.9071044921875 }, { "bit": 11, "ppl": 6.906789779663086 }, { "bit": 12, "ppl": 6.906944274902344 }, { "bit": 13, "ppl": 6.90687894821167 }, { "bit": 14, "ppl": 6.9071269035339355 }, { "bit": 15, "ppl": 6.906906604766846 } ] }, { "layer.26.self_attn.o_proj": [ { "bit": 1, "ppl": 6.934667587280273 }, { "bit": 2, "ppl": 6.914782524108887 }, { "bit": 3, "ppl": 6.911897659301758 }, { "bit": 4, "ppl": 6.909586429595947 }, { "bit": 5, "ppl": 6.908661842346191 }, { "bit": 6, "ppl": 6.908440589904785 }, { "bit": 7, "ppl": 6.907845973968506 }, { "bit": 8, "ppl": 6.907893180847168 }, { "bit": 9, "ppl": 6.90778923034668 }, { "bit": 10, "ppl": 6.9075212478637695 }, { "bit": 11, "ppl": 6.90739107131958 }, { "bit": 12, "ppl": 6.9073381423950195 }, { "bit": 13, "ppl": 6.907193183898926 }, { "bit": 14, "ppl": 6.907201290130615 }, { "bit": 15, "ppl": 6.9069294929504395 } ] }, { "layer.26.mlp.gate_proj": [ { "bit": 1, "ppl": 7.038879871368408 }, { "bit": 2, "ppl": 6.949726104736328 }, { "bit": 3, "ppl": 6.926266193389893 }, { "bit": 4, "ppl": 6.916315078735352 }, { "bit": 5, "ppl": 6.912520885467529 }, { "bit": 6, "ppl": 6.911322593688965 }, { "bit": 7, "ppl": 6.9101033210754395 }, { "bit": 8, "ppl": 6.909506320953369 }, { "bit": 9, "ppl": 6.909012794494629 }, { "bit": 10, "ppl": 6.908644199371338 }, { "bit": 11, "ppl": 6.908330917358398 }, { "bit": 12, "ppl": 6.908042907714844 }, { "bit": 13, "ppl": 6.907797813415527 }, { "bit": 14, "ppl": 6.907442569732666 }, { "bit": 15, "ppl": 6.907496452331543 } ] }, { "layer.26.mlp.up_proj": [ { "bit": 1, "ppl": 7.024093151092529 }, { "bit": 2, "ppl": 6.9449005126953125 }, { "bit": 3, "ppl": 6.922309875488281 }, { "bit": 4, "ppl": 6.914787292480469 }, { "bit": 5, "ppl": 6.9115400314331055 }, { "bit": 6, "ppl": 6.909714698791504 }, { "bit": 7, "ppl": 6.909471035003662 }, { "bit": 8, "ppl": 6.908308982849121 }, { "bit": 9, "ppl": 6.908151626586914 }, { "bit": 10, "ppl": 6.9076361656188965 }, { "bit": 11, "ppl": 6.9078049659729 }, { "bit": 12, "ppl": 6.907306671142578 }, { "bit": 13, "ppl": 6.907664775848389 }, { "bit": 14, "ppl": 6.907137393951416 }, { "bit": 15, "ppl": 6.90706729888916 } ] }, { "layer.26.mlp.down_proj": [ { "bit": 1, "ppl": 7.034774303436279 }, { "bit": 2, "ppl": 6.9444260597229 }, { "bit": 3, "ppl": 6.9241461753845215 }, { "bit": 4, "ppl": 6.915075778961182 }, { "bit": 5, "ppl": 6.910811901092529 }, { "bit": 6, "ppl": 6.910140037536621 }, { "bit": 7, "ppl": 6.909265995025635 }, { "bit": 8, "ppl": 6.909041881561279 }, { "bit": 9, "ppl": 6.908641338348389 }, { "bit": 10, "ppl": 6.907904624938965 }, { "bit": 11, "ppl": 6.907900333404541 }, { "bit": 12, "ppl": 6.907496452331543 }, { "bit": 13, "ppl": 6.907578945159912 }, { "bit": 14, "ppl": 6.907355308532715 }, { "bit": 15, "ppl": 6.9071502685546875 } ] }, { "layer.27.self_attn.q_proj": [ { "bit": 1, "ppl": 6.9474005699157715 }, { "bit": 2, "ppl": 6.916080474853516 }, { "bit": 3, "ppl": 6.9098944664001465 }, { "bit": 4, "ppl": 6.907581806182861 }, { "bit": 5, "ppl": 6.907130241394043 }, { "bit": 6, "ppl": 6.907243251800537 }, { "bit": 7, "ppl": 6.907334804534912 }, { "bit": 8, "ppl": 6.907060146331787 }, { "bit": 9, "ppl": 6.906786918640137 }, { "bit": 10, "ppl": 6.906916618347168 }, { "bit": 11, "ppl": 6.906977653503418 }, { "bit": 12, "ppl": 6.9068403244018555 }, { "bit": 13, "ppl": 6.906948566436768 }, { "bit": 14, "ppl": 6.907005310058594 }, { "bit": 15, "ppl": 6.907145977020264 } ] }, { "layer.27.self_attn.k_proj": [ { "bit": 1, "ppl": 6.946597576141357 }, { "bit": 2, "ppl": 6.915050983428955 }, { "bit": 3, "ppl": 6.910464286804199 }, { "bit": 4, "ppl": 6.908629417419434 }, { "bit": 5, "ppl": 6.907670497894287 }, { "bit": 6, "ppl": 6.908029556274414 }, { "bit": 7, "ppl": 6.907538890838623 }, { "bit": 8, "ppl": 6.907469272613525 }, { "bit": 9, "ppl": 6.907268047332764 }, { "bit": 10, "ppl": 6.90740966796875 }, { "bit": 11, "ppl": 6.90743350982666 }, { "bit": 12, "ppl": 6.907214164733887 }, { "bit": 13, "ppl": 6.907175540924072 }, { "bit": 14, "ppl": 6.907223701477051 }, { "bit": 15, "ppl": 6.90708065032959 } ] }, { "layer.27.self_attn.v_proj": [ { "bit": 1, "ppl": 6.931404113769531 }, { "bit": 2, "ppl": 6.913908958435059 }, { "bit": 3, "ppl": 6.9109578132629395 }, { "bit": 4, "ppl": 6.908852577209473 }, { "bit": 5, "ppl": 6.908542633056641 }, { "bit": 6, "ppl": 6.90761137008667 }, { "bit": 7, "ppl": 6.907487869262695 }, { "bit": 8, "ppl": 6.9074482917785645 }, { "bit": 9, "ppl": 6.907373428344727 }, { "bit": 10, "ppl": 6.907175064086914 }, { "bit": 11, "ppl": 6.907069206237793 }, { "bit": 12, "ppl": 6.906946182250977 }, { "bit": 13, "ppl": 6.907079696655273 }, { "bit": 14, "ppl": 6.9070563316345215 }, { "bit": 15, "ppl": 6.906824111938477 } ] }, { "layer.27.self_attn.o_proj": [ { "bit": 1, "ppl": 6.943591594696045 }, { "bit": 2, "ppl": 6.9202961921691895 }, { "bit": 3, "ppl": 6.913924217224121 }, { "bit": 4, "ppl": 6.9109039306640625 }, { "bit": 5, "ppl": 6.9087300300598145 }, { "bit": 6, "ppl": 6.908567905426025 }, { "bit": 7, "ppl": 6.908038139343262 }, { "bit": 8, "ppl": 6.907981872558594 }, { "bit": 9, "ppl": 6.907532215118408 }, { "bit": 10, "ppl": 6.907560348510742 }, { "bit": 11, "ppl": 6.907201290130615 }, { "bit": 12, "ppl": 6.907505989074707 }, { "bit": 13, "ppl": 6.907257080078125 }, { "bit": 14, "ppl": 6.90720272064209 }, { "bit": 15, "ppl": 6.906947612762451 } ] }, { "layer.27.mlp.gate_proj": [ { "bit": 1, "ppl": 7.044796466827393 }, { "bit": 2, "ppl": 6.951893329620361 }, { "bit": 3, "ppl": 6.92292594909668 }, { "bit": 4, "ppl": 6.91531229019165 }, { "bit": 5, "ppl": 6.9122467041015625 }, { "bit": 6, "ppl": 6.910373210906982 }, { "bit": 7, "ppl": 6.909595966339111 }, { "bit": 8, "ppl": 6.908488750457764 }, { "bit": 9, "ppl": 6.908430099487305 }, { "bit": 10, "ppl": 6.9078497886657715 }, { "bit": 11, "ppl": 6.907754898071289 }, { "bit": 12, "ppl": 6.907526016235352 }, { "bit": 13, "ppl": 6.907165050506592 }, { "bit": 14, "ppl": 6.907234191894531 }, { "bit": 15, "ppl": 6.906952381134033 } ] }, { "layer.27.mlp.up_proj": [ { "bit": 1, "ppl": 7.058875560760498 }, { "bit": 2, "ppl": 6.950908660888672 }, { "bit": 3, "ppl": 6.9242262840271 }, { "bit": 4, "ppl": 6.9147210121154785 }, { "bit": 5, "ppl": 6.912652969360352 }, { "bit": 6, "ppl": 6.910441875457764 }, { "bit": 7, "ppl": 6.909631252288818 }, { "bit": 8, "ppl": 6.908994674682617 }, { "bit": 9, "ppl": 6.908812046051025 }, { "bit": 10, "ppl": 6.9083709716796875 }, { "bit": 11, "ppl": 6.907871246337891 }, { "bit": 12, "ppl": 6.9078450202941895 }, { "bit": 13, "ppl": 6.90748929977417 }, { "bit": 14, "ppl": 6.907448768615723 }, { "bit": 15, "ppl": 6.907181262969971 } ] }, { "layer.27.mlp.down_proj": [ { "bit": 1, "ppl": 7.028936386108398 }, { "bit": 2, "ppl": 6.945138931274414 }, { "bit": 3, "ppl": 6.922292709350586 }, { "bit": 4, "ppl": 6.914155960083008 }, { "bit": 5, "ppl": 6.912214279174805 }, { "bit": 6, "ppl": 6.909593105316162 }, { "bit": 7, "ppl": 6.9089250564575195 }, { "bit": 8, "ppl": 6.908556938171387 }, { "bit": 9, "ppl": 6.9078803062438965 }, { "bit": 10, "ppl": 6.907998561859131 }, { "bit": 11, "ppl": 6.90755033493042 }, { "bit": 12, "ppl": 6.907601356506348 }, { "bit": 13, "ppl": 6.907343864440918 }, { "bit": 14, "ppl": 6.907224178314209 }, { "bit": 15, "ppl": 6.907422065734863 } ] }, { "layer.28.self_attn.q_proj": [ { "bit": 1, "ppl": 6.934839725494385 }, { "bit": 2, "ppl": 6.912323951721191 }, { "bit": 3, "ppl": 6.909435272216797 }, { "bit": 4, "ppl": 6.9079155921936035 }, { "bit": 5, "ppl": 6.9073309898376465 }, { "bit": 6, "ppl": 6.907297611236572 }, { "bit": 7, "ppl": 6.907392501831055 }, { "bit": 8, "ppl": 6.907200813293457 }, { "bit": 9, "ppl": 6.907259941101074 }, { "bit": 10, "ppl": 6.907044887542725 }, { "bit": 11, "ppl": 6.907158374786377 }, { "bit": 12, "ppl": 6.906923770904541 }, { "bit": 13, "ppl": 6.906989097595215 }, { "bit": 14, "ppl": 6.907022953033447 }, { "bit": 15, "ppl": 6.907128810882568 } ] }, { "layer.28.self_attn.k_proj": [ { "bit": 1, "ppl": 6.930853843688965 }, { "bit": 2, "ppl": 6.913384914398193 }, { "bit": 3, "ppl": 6.909946918487549 }, { "bit": 4, "ppl": 6.908731460571289 }, { "bit": 5, "ppl": 6.908527374267578 }, { "bit": 6, "ppl": 6.908112049102783 }, { "bit": 7, "ppl": 6.908106803894043 }, { "bit": 8, "ppl": 6.907710075378418 }, { "bit": 9, "ppl": 6.907642364501953 }, { "bit": 10, "ppl": 6.907711982727051 }, { "bit": 11, "ppl": 6.907530784606934 }, { "bit": 12, "ppl": 6.907450199127197 }, { "bit": 13, "ppl": 6.907329082489014 }, { "bit": 14, "ppl": 6.907392501831055 }, { "bit": 15, "ppl": 6.907160758972168 } ] }, { "layer.28.self_attn.v_proj": [ { "bit": 1, "ppl": 6.927802562713623 }, { "bit": 2, "ppl": 6.913031578063965 }, { "bit": 3, "ppl": 6.909641742706299 }, { "bit": 4, "ppl": 6.9080657958984375 }, { "bit": 5, "ppl": 6.907975196838379 }, { "bit": 6, "ppl": 6.907688617706299 }, { "bit": 7, "ppl": 6.9073591232299805 }, { "bit": 8, "ppl": 6.9073381423950195 }, { "bit": 9, "ppl": 6.907280921936035 }, { "bit": 10, "ppl": 6.907230854034424 }, { "bit": 11, "ppl": 6.907112121582031 }, { "bit": 12, "ppl": 6.907163619995117 }, { "bit": 13, "ppl": 6.906899929046631 }, { "bit": 14, "ppl": 6.907123565673828 }, { "bit": 15, "ppl": 6.906909465789795 } ] }, { "layer.28.self_attn.o_proj": [ { "bit": 1, "ppl": 6.931463718414307 }, { "bit": 2, "ppl": 6.916525363922119 }, { "bit": 3, "ppl": 6.909796714782715 }, { "bit": 4, "ppl": 6.908626079559326 }, { "bit": 5, "ppl": 6.908283233642578 }, { "bit": 6, "ppl": 6.908018112182617 }, { "bit": 7, "ppl": 6.907899856567383 }, { "bit": 8, "ppl": 6.90761137008667 }, { "bit": 9, "ppl": 6.907511234283447 }, { "bit": 10, "ppl": 6.907160758972168 }, { "bit": 11, "ppl": 6.907268524169922 }, { "bit": 12, "ppl": 6.907005310058594 }, { "bit": 13, "ppl": 6.90706729888916 }, { "bit": 14, "ppl": 6.907238960266113 }, { "bit": 15, "ppl": 6.907001972198486 } ] }, { "layer.28.mlp.gate_proj": [ { "bit": 1, "ppl": 7.060307025909424 }, { "bit": 2, "ppl": 6.955368518829346 }, { "bit": 3, "ppl": 6.92480993270874 }, { "bit": 4, "ppl": 6.917084217071533 }, { "bit": 5, "ppl": 6.914159297943115 }, { "bit": 6, "ppl": 6.911604881286621 }, { "bit": 7, "ppl": 6.910606861114502 }, { "bit": 8, "ppl": 6.909528732299805 }, { "bit": 9, "ppl": 6.909345626831055 }, { "bit": 10, "ppl": 6.908616065979004 }, { "bit": 11, "ppl": 6.908434867858887 }, { "bit": 12, "ppl": 6.9078803062438965 }, { "bit": 13, "ppl": 6.907556056976318 }, { "bit": 14, "ppl": 6.907393932342529 }, { "bit": 15, "ppl": 6.907164096832275 } ] }, { "layer.28.mlp.up_proj": [ { "bit": 1, "ppl": 7.023012638092041 }, { "bit": 2, "ppl": 6.942111015319824 }, { "bit": 3, "ppl": 6.920825481414795 }, { "bit": 4, "ppl": 6.911758899688721 }, { "bit": 5, "ppl": 6.909757614135742 }, { "bit": 6, "ppl": 6.908088207244873 }, { "bit": 7, "ppl": 6.908261299133301 }, { "bit": 8, "ppl": 6.907774448394775 }, { "bit": 9, "ppl": 6.908166408538818 }, { "bit": 10, "ppl": 6.907400608062744 }, { "bit": 11, "ppl": 6.907807350158691 }, { "bit": 12, "ppl": 6.907203674316406 }, { "bit": 13, "ppl": 6.907357692718506 }, { "bit": 14, "ppl": 6.90746545791626 }, { "bit": 15, "ppl": 6.90714168548584 } ] }, { "layer.28.mlp.down_proj": [ { "bit": 1, "ppl": 7.019020080566406 }, { "bit": 2, "ppl": 6.943629264831543 }, { "bit": 3, "ppl": 6.92184591293335 }, { "bit": 4, "ppl": 6.914566516876221 }, { "bit": 5, "ppl": 6.911359786987305 }, { "bit": 6, "ppl": 6.90968656539917 }, { "bit": 7, "ppl": 6.909297466278076 }, { "bit": 8, "ppl": 6.908447742462158 }, { "bit": 9, "ppl": 6.908194541931152 }, { "bit": 10, "ppl": 6.908006191253662 }, { "bit": 11, "ppl": 6.907616138458252 }, { "bit": 12, "ppl": 6.9076642990112305 }, { "bit": 13, "ppl": 6.907007694244385 }, { "bit": 14, "ppl": 6.907288074493408 }, { "bit": 15, "ppl": 6.906989574432373 } ] }, { "layer.29.self_attn.q_proj": [ { "bit": 1, "ppl": 6.9747819900512695 }, { "bit": 2, "ppl": 6.917455196380615 }, { "bit": 3, "ppl": 6.910060882568359 }, { "bit": 4, "ppl": 6.908592700958252 }, { "bit": 5, "ppl": 6.907586574554443 }, { "bit": 6, "ppl": 6.907323360443115 }, { "bit": 7, "ppl": 6.907392501831055 }, { "bit": 8, "ppl": 6.907634258270264 }, { "bit": 9, "ppl": 6.907265663146973 }, { "bit": 10, "ppl": 6.907351493835449 }, { "bit": 11, "ppl": 6.90743350982666 }, { "bit": 12, "ppl": 6.907187461853027 }, { "bit": 13, "ppl": 6.907163619995117 }, { "bit": 14, "ppl": 6.906940937042236 }, { "bit": 15, "ppl": 6.907077789306641 } ] }, { "layer.29.self_attn.k_proj": [ { "bit": 1, "ppl": 6.939979076385498 }, { "bit": 2, "ppl": 6.915400981903076 }, { "bit": 3, "ppl": 6.9115400314331055 }, { "bit": 4, "ppl": 6.908222198486328 }, { "bit": 5, "ppl": 6.907805442810059 }, { "bit": 6, "ppl": 6.907395839691162 }, { "bit": 7, "ppl": 6.907463073730469 }, { "bit": 8, "ppl": 6.907461643218994 }, { "bit": 9, "ppl": 6.906922817230225 }, { "bit": 10, "ppl": 6.906975746154785 }, { "bit": 11, "ppl": 6.906781196594238 }, { "bit": 12, "ppl": 6.906998157501221 }, { "bit": 13, "ppl": 6.906980514526367 }, { "bit": 14, "ppl": 6.907122611999512 }, { "bit": 15, "ppl": 6.907114028930664 } ] }, { "layer.29.self_attn.v_proj": [ { "bit": 1, "ppl": 6.94117546081543 }, { "bit": 2, "ppl": 6.9170942306518555 }, { "bit": 3, "ppl": 6.911249160766602 }, { "bit": 4, "ppl": 6.908544540405273 }, { "bit": 5, "ppl": 6.90814733505249 }, { "bit": 6, "ppl": 6.907711982727051 }, { "bit": 7, "ppl": 6.907792091369629 }, { "bit": 8, "ppl": 6.907499313354492 }, { "bit": 9, "ppl": 6.907463073730469 }, { "bit": 10, "ppl": 6.907153129577637 }, { "bit": 11, "ppl": 6.907362937927246 }, { "bit": 12, "ppl": 6.907012939453125 }, { "bit": 13, "ppl": 6.907227039337158 }, { "bit": 14, "ppl": 6.907149314880371 }, { "bit": 15, "ppl": 6.90714693069458 } ] }, { "layer.29.self_attn.o_proj": [ { "bit": 1, "ppl": 6.952365398406982 }, { "bit": 2, "ppl": 6.919198989868164 }, { "bit": 3, "ppl": 6.912762641906738 }, { "bit": 4, "ppl": 6.910340785980225 }, { "bit": 5, "ppl": 6.908229827880859 }, { "bit": 6, "ppl": 6.908190727233887 }, { "bit": 7, "ppl": 6.9078240394592285 }, { "bit": 8, "ppl": 6.907797813415527 }, { "bit": 9, "ppl": 6.9072346687316895 }, { "bit": 10, "ppl": 6.907474040985107 }, { "bit": 11, "ppl": 6.9073381423950195 }, { "bit": 12, "ppl": 6.907297611236572 }, { "bit": 13, "ppl": 6.907303333282471 }, { "bit": 14, "ppl": 6.906973838806152 }, { "bit": 15, "ppl": 6.907198905944824 } ] }, { "layer.29.mlp.gate_proj": [ { "bit": 1, "ppl": 7.065993785858154 }, { "bit": 2, "ppl": 6.9539103507995605 }, { "bit": 3, "ppl": 6.926266193389893 }, { "bit": 4, "ppl": 6.915529251098633 }, { "bit": 5, "ppl": 6.912110805511475 }, { "bit": 6, "ppl": 6.911247730255127 }, { "bit": 7, "ppl": 6.9097676277160645 }, { "bit": 8, "ppl": 6.909141540527344 }, { "bit": 9, "ppl": 6.908571720123291 }, { "bit": 10, "ppl": 6.908372402191162 }, { "bit": 11, "ppl": 6.908038139343262 }, { "bit": 12, "ppl": 6.907919406890869 }, { "bit": 13, "ppl": 6.907358646392822 }, { "bit": 14, "ppl": 6.907569885253906 }, { "bit": 15, "ppl": 6.907161712646484 } ] }, { "layer.29.mlp.up_proj": [ { "bit": 1, "ppl": 7.046431541442871 }, { "bit": 2, "ppl": 6.949927806854248 }, { "bit": 3, "ppl": 6.925477504730225 }, { "bit": 4, "ppl": 6.930258274078369 }, { "bit": 5, "ppl": 6.911519527435303 }, { "bit": 6, "ppl": 6.909984588623047 }, { "bit": 7, "ppl": 6.908881187438965 }, { "bit": 8, "ppl": 6.908586502075195 }, { "bit": 9, "ppl": 6.9081902503967285 }, { "bit": 10, "ppl": 6.9083075523376465 }, { "bit": 11, "ppl": 6.90808629989624 }, { "bit": 12, "ppl": 6.907593250274658 }, { "bit": 13, "ppl": 6.9074859619140625 }, { "bit": 14, "ppl": 6.907375812530518 }, { "bit": 15, "ppl": 6.9072136878967285 } ] }, { "layer.29.mlp.down_proj": [ { "bit": 1, "ppl": 7.0393242835998535 }, { "bit": 2, "ppl": 6.945905685424805 }, { "bit": 3, "ppl": 6.922667503356934 }, { "bit": 4, "ppl": 6.915036201477051 }, { "bit": 5, "ppl": 6.912715435028076 }, { "bit": 6, "ppl": 6.91091775894165 }, { "bit": 7, "ppl": 6.910280704498291 }, { "bit": 8, "ppl": 6.909024238586426 }, { "bit": 9, "ppl": 6.90877103805542 }, { "bit": 10, "ppl": 6.9081034660339355 }, { "bit": 11, "ppl": 6.908156871795654 }, { "bit": 12, "ppl": 6.907827377319336 }, { "bit": 13, "ppl": 6.9076642990112305 }, { "bit": 14, "ppl": 6.9074578285217285 }, { "bit": 15, "ppl": 6.907369136810303 } ] }, { "layer.30.self_attn.q_proj": [ { "bit": 1, "ppl": 6.926141738891602 }, { "bit": 2, "ppl": 6.913669109344482 }, { "bit": 3, "ppl": 6.909153938293457 }, { "bit": 4, "ppl": 6.907398700714111 }, { "bit": 5, "ppl": 6.90718412399292 }, { "bit": 6, "ppl": 6.907217979431152 }, { "bit": 7, "ppl": 6.907120704650879 }, { "bit": 8, "ppl": 6.907282829284668 }, { "bit": 9, "ppl": 6.906795978546143 }, { "bit": 10, "ppl": 6.907105922698975 }, { "bit": 11, "ppl": 6.907039165496826 }, { "bit": 12, "ppl": 6.9072065353393555 }, { "bit": 13, "ppl": 6.906926155090332 }, { "bit": 14, "ppl": 6.906991004943848 }, { "bit": 15, "ppl": 6.90695333480835 } ] }, { "layer.30.self_attn.k_proj": [ { "bit": 1, "ppl": 6.9311299324035645 }, { "bit": 2, "ppl": 6.913502216339111 }, { "bit": 3, "ppl": 6.910942077636719 }, { "bit": 4, "ppl": 6.909637928009033 }, { "bit": 5, "ppl": 6.908851623535156 }, { "bit": 6, "ppl": 6.908298969268799 }, { "bit": 7, "ppl": 6.908202171325684 }, { "bit": 8, "ppl": 6.908036708831787 }, { "bit": 9, "ppl": 6.907744407653809 }, { "bit": 10, "ppl": 6.907524108886719 }, { "bit": 11, "ppl": 6.907412052154541 }, { "bit": 12, "ppl": 6.907407760620117 }, { "bit": 13, "ppl": 6.907259941101074 }, { "bit": 14, "ppl": 6.9072160720825195 }, { "bit": 15, "ppl": 6.907138347625732 } ] }, { "layer.30.self_attn.v_proj": [ { "bit": 1, "ppl": 6.9366960525512695 }, { "bit": 2, "ppl": 6.914239883422852 }, { "bit": 3, "ppl": 6.909647464752197 }, { "bit": 4, "ppl": 6.907866954803467 }, { "bit": 5, "ppl": 6.907496452331543 }, { "bit": 6, "ppl": 6.907466411590576 }, { "bit": 7, "ppl": 6.906914710998535 }, { "bit": 8, "ppl": 6.907064914703369 }, { "bit": 9, "ppl": 6.9066596031188965 }, { "bit": 10, "ppl": 6.906810760498047 }, { "bit": 11, "ppl": 6.906639099121094 }, { "bit": 12, "ppl": 6.906710624694824 }, { "bit": 13, "ppl": 6.906951427459717 }, { "bit": 14, "ppl": 6.906842231750488 }, { "bit": 15, "ppl": 6.906815052032471 } ] }, { "layer.30.self_attn.o_proj": [ { "bit": 1, "ppl": 6.9369354248046875 }, { "bit": 2, "ppl": 6.916863441467285 }, { "bit": 3, "ppl": 6.910765647888184 }, { "bit": 4, "ppl": 6.909008979797363 }, { "bit": 5, "ppl": 6.907909393310547 }, { "bit": 6, "ppl": 6.907323837280273 }, { "bit": 7, "ppl": 6.907247543334961 }, { "bit": 8, "ppl": 6.907655715942383 }, { "bit": 9, "ppl": 6.907007217407227 }, { "bit": 10, "ppl": 6.907312393188477 }, { "bit": 11, "ppl": 6.90722131729126 }, { "bit": 12, "ppl": 6.907114028930664 }, { "bit": 13, "ppl": 6.906959056854248 }, { "bit": 14, "ppl": 6.907153129577637 }, { "bit": 15, "ppl": 6.907067775726318 } ] }, { "layer.30.mlp.gate_proj": [ { "bit": 1, "ppl": 7.163942337036133 }, { "bit": 2, "ppl": 6.970335006713867 }, { "bit": 3, "ppl": 6.927790641784668 }, { "bit": 4, "ppl": 6.9160566329956055 }, { "bit": 5, "ppl": 6.9124555587768555 }, { "bit": 6, "ppl": 6.910745143890381 }, { "bit": 7, "ppl": 6.909553050994873 }, { "bit": 8, "ppl": 6.908487796783447 }, { "bit": 9, "ppl": 6.908108711242676 }, { "bit": 10, "ppl": 6.9077606201171875 }, { "bit": 11, "ppl": 6.90742826461792 }, { "bit": 12, "ppl": 6.907430171966553 }, { "bit": 13, "ppl": 6.907064914703369 }, { "bit": 14, "ppl": 6.907156944274902 }, { "bit": 15, "ppl": 6.9071736335754395 } ] }, { "layer.30.mlp.up_proj": [ { "bit": 1, "ppl": 7.1519246101379395 }, { "bit": 2, "ppl": 6.979912281036377 }, { "bit": 3, "ppl": 6.937510967254639 }, { "bit": 4, "ppl": 6.921688556671143 }, { "bit": 5, "ppl": 6.915266513824463 }, { "bit": 6, "ppl": 6.912492752075195 }, { "bit": 7, "ppl": 6.910431385040283 }, { "bit": 8, "ppl": 6.909204959869385 }, { "bit": 9, "ppl": 6.908209323883057 }, { "bit": 10, "ppl": 6.908348560333252 }, { "bit": 11, "ppl": 6.907846927642822 }, { "bit": 12, "ppl": 6.907430171966553 }, { "bit": 13, "ppl": 6.907674789428711 }, { "bit": 14, "ppl": 6.907250881195068 }, { "bit": 15, "ppl": 6.90692138671875 } ] }, { "layer.30.mlp.down_proj": [ { "bit": 1, "ppl": 7.124197959899902 }, { "bit": 2, "ppl": 6.965266704559326 }, { "bit": 3, "ppl": 6.9272356033325195 }, { "bit": 4, "ppl": 6.915039539337158 }, { "bit": 5, "ppl": 6.912327766418457 }, { "bit": 6, "ppl": 6.910129547119141 }, { "bit": 7, "ppl": 6.908884048461914 }, { "bit": 8, "ppl": 6.908803939819336 }, { "bit": 9, "ppl": 6.908019542694092 }, { "bit": 10, "ppl": 6.907989978790283 }, { "bit": 11, "ppl": 6.907827854156494 }, { "bit": 12, "ppl": 6.907416820526123 }, { "bit": 13, "ppl": 6.907526016235352 }, { "bit": 14, "ppl": 6.907217025756836 }, { "bit": 15, "ppl": 6.90717077255249 } ] }, { "layer.31.self_attn.q_proj": [ { "bit": 1, "ppl": 6.951844692230225 }, { "bit": 2, "ppl": 6.915441989898682 }, { "bit": 3, "ppl": 6.909141540527344 }, { "bit": 4, "ppl": 6.907656669616699 }, { "bit": 5, "ppl": 6.9070210456848145 }, { "bit": 6, "ppl": 6.907138347625732 }, { "bit": 7, "ppl": 6.906916618347168 }, { "bit": 8, "ppl": 6.9069952964782715 }, { "bit": 9, "ppl": 6.906948566436768 }, { "bit": 10, "ppl": 6.906836986541748 }, { "bit": 11, "ppl": 6.90703010559082 }, { "bit": 12, "ppl": 6.906963348388672 }, { "bit": 13, "ppl": 6.906978130340576 }, { "bit": 14, "ppl": 6.907042503356934 }, { "bit": 15, "ppl": 6.906933307647705 } ] }, { "layer.31.self_attn.k_proj": [ { "bit": 1, "ppl": 6.95280122756958 }, { "bit": 2, "ppl": 6.915663719177246 }, { "bit": 3, "ppl": 6.909312725067139 }, { "bit": 4, "ppl": 6.908035755157471 }, { "bit": 5, "ppl": 6.907050132751465 }, { "bit": 6, "ppl": 6.906479835510254 }, { "bit": 7, "ppl": 6.906866550445557 }, { "bit": 8, "ppl": 6.906753063201904 }, { "bit": 9, "ppl": 6.907015800476074 }, { "bit": 10, "ppl": 6.907036781311035 }, { "bit": 11, "ppl": 6.906981468200684 }, { "bit": 12, "ppl": 6.90708065032959 }, { "bit": 13, "ppl": 6.907045364379883 }, { "bit": 14, "ppl": 6.90696907043457 }, { "bit": 15, "ppl": 6.906951427459717 } ] }, { "layer.31.self_attn.v_proj": [ { "bit": 1, "ppl": 7.074445724487305 }, { "bit": 2, "ppl": 6.938771724700928 }, { "bit": 3, "ppl": 6.915655612945557 }, { "bit": 4, "ppl": 6.909824371337891 }, { "bit": 5, "ppl": 6.907735347747803 }, { "bit": 6, "ppl": 6.907369136810303 }, { "bit": 7, "ppl": 6.90654182434082 }, { "bit": 8, "ppl": 6.906848907470703 }, { "bit": 9, "ppl": 6.906642436981201 }, { "bit": 10, "ppl": 6.906888484954834 }, { "bit": 11, "ppl": 6.9066009521484375 }, { "bit": 12, "ppl": 6.906851768493652 }, { "bit": 13, "ppl": 6.906708240509033 }, { "bit": 14, "ppl": 6.907187461853027 }, { "bit": 15, "ppl": 6.906877040863037 } ] }, { "layer.31.self_attn.o_proj": [ { "bit": 1, "ppl": 7.023704528808594 }, { "bit": 2, "ppl": 6.936225414276123 }, { "bit": 3, "ppl": 6.916187286376953 }, { "bit": 4, "ppl": 6.909587383270264 }, { "bit": 5, "ppl": 6.9099249839782715 }, { "bit": 6, "ppl": 6.9080939292907715 }, { "bit": 7, "ppl": 6.90767765045166 }, { "bit": 8, "ppl": 6.907303333282471 }, { "bit": 9, "ppl": 6.9071455001831055 }, { "bit": 10, "ppl": 6.907022953033447 }, { "bit": 11, "ppl": 6.9073166847229 }, { "bit": 12, "ppl": 6.906933307647705 }, { "bit": 13, "ppl": 6.907047271728516 }, { "bit": 14, "ppl": 6.906911373138428 }, { "bit": 15, "ppl": 6.907000541687012 } ] }, { "layer.31.mlp.gate_proj": [ { "bit": 1, "ppl": 7.880674839019775 }, { "bit": 2, "ppl": 7.162163257598877 }, { "bit": 3, "ppl": 6.995767593383789 }, { "bit": 4, "ppl": 6.952259063720703 }, { "bit": 5, "ppl": 6.932133674621582 }, { "bit": 6, "ppl": 6.923571586608887 }, { "bit": 7, "ppl": 6.918952941894531 }, { "bit": 8, "ppl": 6.915648460388184 }, { "bit": 9, "ppl": 6.913786888122559 }, { "bit": 10, "ppl": 6.912351608276367 }, { "bit": 11, "ppl": 6.910889148712158 }, { "bit": 12, "ppl": 6.909519195556641 }, { "bit": 13, "ppl": 6.909087657928467 }, { "bit": 14, "ppl": 6.908291339874268 }, { "bit": 15, "ppl": 6.907647609710693 } ] }, { "layer.31.mlp.up_proj": [ { "bit": 1, "ppl": 7.988831043243408 }, { "bit": 2, "ppl": 7.200341701507568 }, { "bit": 3, "ppl": 7.020227909088135 }, { "bit": 4, "ppl": 6.964024543762207 }, { "bit": 5, "ppl": 6.943571090698242 }, { "bit": 6, "ppl": 6.930125713348389 }, { "bit": 7, "ppl": 6.923565864562988 }, { "bit": 8, "ppl": 6.919719219207764 }, { "bit": 9, "ppl": 6.916611671447754 }, { "bit": 10, "ppl": 6.914859771728516 }, { "bit": 11, "ppl": 6.911839485168457 }, { "bit": 12, "ppl": 6.911146640777588 }, { "bit": 13, "ppl": 6.909188270568848 }, { "bit": 14, "ppl": 6.908665180206299 }, { "bit": 15, "ppl": 6.906949996948242 } ] }, { "layer.31.mlp.down_proj": [ { "bit": 1, "ppl": 8.164628028869629 }, { "bit": 2, "ppl": 7.263692855834961 }, { "bit": 3, "ppl": 7.051300525665283 }, { "bit": 4, "ppl": 6.988273620605469 }, { "bit": 5, "ppl": 6.951361179351807 }, { "bit": 6, "ppl": 6.9371819496154785 }, { "bit": 7, "ppl": 6.929267883300781 }, { "bit": 8, "ppl": 6.9232497215271 }, { "bit": 9, "ppl": 6.919683933258057 }, { "bit": 10, "ppl": 6.915896892547607 }, { "bit": 11, "ppl": 6.914095401763916 }, { "bit": 12, "ppl": 6.911957263946533 }, { "bit": 13, "ppl": 6.9099931716918945 }, { "bit": 14, "ppl": 6.9088053703308105 }, { "bit": 15, "ppl": 6.907323837280273 } ] } ] }