| { | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 0.5023380093520374, | |
| "eval_steps": 47, | |
| "global_step": 94, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.005344021376085505, | |
| "grad_norm": 46.01194381713867, | |
| "learning_rate": 1e-05, | |
| "loss": 7.1426, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.005344021376085505, | |
| "eval_loss": 8.964194297790527, | |
| "eval_runtime": 16.0493, | |
| "eval_samples_per_second": 19.689, | |
| "eval_steps_per_second": 4.922, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.01068804275217101, | |
| "grad_norm": 57.69265365600586, | |
| "learning_rate": 2e-05, | |
| "loss": 7.9573, | |
| "step": 2 | |
| }, | |
| { | |
| "epoch": 0.01603206412825651, | |
| "grad_norm": 54.09745407104492, | |
| "learning_rate": 3e-05, | |
| "loss": 8.1933, | |
| "step": 3 | |
| }, | |
| { | |
| "epoch": 0.02137608550434202, | |
| "grad_norm": 27.1943302154541, | |
| "learning_rate": 4e-05, | |
| "loss": 8.1016, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 0.026720106880427523, | |
| "grad_norm": 11.922409057617188, | |
| "learning_rate": 5e-05, | |
| "loss": 8.0041, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.03206412825651302, | |
| "grad_norm": 10.52867603302002, | |
| "learning_rate": 6e-05, | |
| "loss": 7.8208, | |
| "step": 6 | |
| }, | |
| { | |
| "epoch": 0.03740814963259853, | |
| "grad_norm": 11.152423858642578, | |
| "learning_rate": 7e-05, | |
| "loss": 7.9175, | |
| "step": 7 | |
| }, | |
| { | |
| "epoch": 0.04275217100868404, | |
| "grad_norm": 10.940130233764648, | |
| "learning_rate": 8e-05, | |
| "loss": 7.7791, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.04809619238476954, | |
| "grad_norm": 8.973886489868164, | |
| "learning_rate": 9e-05, | |
| "loss": 7.2009, | |
| "step": 9 | |
| }, | |
| { | |
| "epoch": 0.053440213760855046, | |
| "grad_norm": 8.348847389221191, | |
| "learning_rate": 0.0001, | |
| "loss": 6.9716, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.058784235136940546, | |
| "grad_norm": 9.494211196899414, | |
| "learning_rate": 0.00011000000000000002, | |
| "loss": 6.6369, | |
| "step": 11 | |
| }, | |
| { | |
| "epoch": 0.06412825651302605, | |
| "grad_norm": 16.81532859802246, | |
| "learning_rate": 0.00012, | |
| "loss": 6.4495, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 0.06947227788911156, | |
| "grad_norm": 10.698507308959961, | |
| "learning_rate": 0.00013000000000000002, | |
| "loss": 6.0936, | |
| "step": 13 | |
| }, | |
| { | |
| "epoch": 0.07481629926519706, | |
| "grad_norm": 7.711328983306885, | |
| "learning_rate": 0.00014, | |
| "loss": 6.3677, | |
| "step": 14 | |
| }, | |
| { | |
| "epoch": 0.08016032064128256, | |
| "grad_norm": 8.225103378295898, | |
| "learning_rate": 0.00015000000000000001, | |
| "loss": 6.071, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.08550434201736808, | |
| "grad_norm": 13.602970123291016, | |
| "learning_rate": 0.00016, | |
| "loss": 4.9781, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 0.09084836339345358, | |
| "grad_norm": 11.418010711669922, | |
| "learning_rate": 0.00017, | |
| "loss": 4.3076, | |
| "step": 17 | |
| }, | |
| { | |
| "epoch": 0.09619238476953908, | |
| "grad_norm": 11.895493507385254, | |
| "learning_rate": 0.00018, | |
| "loss": 4.0822, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 0.10153640614562458, | |
| "grad_norm": 8.579840660095215, | |
| "learning_rate": 0.00019, | |
| "loss": 3.4058, | |
| "step": 19 | |
| }, | |
| { | |
| "epoch": 0.10688042752171009, | |
| "grad_norm": 18.057723999023438, | |
| "learning_rate": 0.0002, | |
| "loss": 4.8878, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.11222444889779559, | |
| "grad_norm": 12.423249244689941, | |
| "learning_rate": 0.00019998230608242915, | |
| "loss": 5.1401, | |
| "step": 21 | |
| }, | |
| { | |
| "epoch": 0.11756847027388109, | |
| "grad_norm": 9.204449653625488, | |
| "learning_rate": 0.00019992923059121106, | |
| "loss": 5.112, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 0.1229124916499666, | |
| "grad_norm": 15.079995155334473, | |
| "learning_rate": 0.00019984079230861296, | |
| "loss": 4.8558, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 0.1282565130260521, | |
| "grad_norm": 32.646522521972656, | |
| "learning_rate": 0.00019971702253102856, | |
| "loss": 4.1068, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 0.13360053440213762, | |
| "grad_norm": 10.601286888122559, | |
| "learning_rate": 0.00019955796505790268, | |
| "loss": 3.5866, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.13894455577822312, | |
| "grad_norm": 9.367355346679688, | |
| "learning_rate": 0.00019936367617623171, | |
| "loss": 5.0576, | |
| "step": 26 | |
| }, | |
| { | |
| "epoch": 0.14428857715430862, | |
| "grad_norm": 7.64223575592041, | |
| "learning_rate": 0.0001991342246406448, | |
| "loss": 5.3104, | |
| "step": 27 | |
| }, | |
| { | |
| "epoch": 0.14963259853039412, | |
| "grad_norm": 6.789806842803955, | |
| "learning_rate": 0.00019886969164907307, | |
| "loss": 4.7237, | |
| "step": 28 | |
| }, | |
| { | |
| "epoch": 0.15497661990647962, | |
| "grad_norm": 6.976108551025391, | |
| "learning_rate": 0.00019857017081401548, | |
| "loss": 4.3104, | |
| "step": 29 | |
| }, | |
| { | |
| "epoch": 0.16032064128256512, | |
| "grad_norm": 4.512085914611816, | |
| "learning_rate": 0.00019823576812941137, | |
| "loss": 4.2295, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.16566466265865062, | |
| "grad_norm": 4.308312892913818, | |
| "learning_rate": 0.00019786660193313148, | |
| "loss": 4.3143, | |
| "step": 31 | |
| }, | |
| { | |
| "epoch": 0.17100868403473615, | |
| "grad_norm": 3.4649343490600586, | |
| "learning_rate": 0.0001974628028651007, | |
| "loss": 4.1055, | |
| "step": 32 | |
| }, | |
| { | |
| "epoch": 0.17635270541082165, | |
| "grad_norm": 4.710155963897705, | |
| "learning_rate": 0.0001970245138210676, | |
| "loss": 3.2729, | |
| "step": 33 | |
| }, | |
| { | |
| "epoch": 0.18169672678690715, | |
| "grad_norm": 4.550477027893066, | |
| "learning_rate": 0.00019655188990203647, | |
| "loss": 3.0624, | |
| "step": 34 | |
| }, | |
| { | |
| "epoch": 0.18704074816299265, | |
| "grad_norm": 4.579635143280029, | |
| "learning_rate": 0.00019604509835938064, | |
| "loss": 3.0187, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 0.19238476953907815, | |
| "grad_norm": 4.524958610534668, | |
| "learning_rate": 0.00019550431853565577, | |
| "loss": 3.6331, | |
| "step": 36 | |
| }, | |
| { | |
| "epoch": 0.19772879091516365, | |
| "grad_norm": 3.702008008956909, | |
| "learning_rate": 0.00019492974180113426, | |
| "loss": 3.2045, | |
| "step": 37 | |
| }, | |
| { | |
| "epoch": 0.20307281229124916, | |
| "grad_norm": 3.5903921127319336, | |
| "learning_rate": 0.00019432157148608378, | |
| "loss": 3.7639, | |
| "step": 38 | |
| }, | |
| { | |
| "epoch": 0.20841683366733466, | |
| "grad_norm": 4.272071838378906, | |
| "learning_rate": 0.00019368002280881278, | |
| "loss": 3.5112, | |
| "step": 39 | |
| }, | |
| { | |
| "epoch": 0.21376085504342018, | |
| "grad_norm": 7.924098968505859, | |
| "learning_rate": 0.00019300532279950948, | |
| "loss": 3.8263, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.21910487641950568, | |
| "grad_norm": 3.829366683959961, | |
| "learning_rate": 0.00019229771021990095, | |
| "loss": 2.9752, | |
| "step": 41 | |
| }, | |
| { | |
| "epoch": 0.22444889779559118, | |
| "grad_norm": 10.562247276306152, | |
| "learning_rate": 0.00019155743547876023, | |
| "loss": 1.8046, | |
| "step": 42 | |
| }, | |
| { | |
| "epoch": 0.22979291917167669, | |
| "grad_norm": 6.675294399261475, | |
| "learning_rate": 0.00019078476054329237, | |
| "loss": 1.5568, | |
| "step": 43 | |
| }, | |
| { | |
| "epoch": 0.23513694054776219, | |
| "grad_norm": 22.542741775512695, | |
| "learning_rate": 0.00018997995884642967, | |
| "loss": 1.4916, | |
| "step": 44 | |
| }, | |
| { | |
| "epoch": 0.24048096192384769, | |
| "grad_norm": 11.773090362548828, | |
| "learning_rate": 0.00018914331519006986, | |
| "loss": 2.6503, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 0.2458249832999332, | |
| "grad_norm": 7.742423057556152, | |
| "learning_rate": 0.00018827512564429074, | |
| "loss": 3.6861, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 0.2511690046760187, | |
| "grad_norm": 7.848352909088135, | |
| "learning_rate": 0.00018737569744257756, | |
| "loss": 3.7844, | |
| "step": 47 | |
| }, | |
| { | |
| "epoch": 0.2511690046760187, | |
| "eval_loss": 3.2015836238861084, | |
| "eval_runtime": 16.1976, | |
| "eval_samples_per_second": 19.509, | |
| "eval_steps_per_second": 4.877, | |
| "step": 47 | |
| }, | |
| { | |
| "epoch": 0.2565130260521042, | |
| "grad_norm": 6.551794052124023, | |
| "learning_rate": 0.00018644534887309944, | |
| "loss": 3.9149, | |
| "step": 48 | |
| }, | |
| { | |
| "epoch": 0.2618570474281897, | |
| "grad_norm": 6.568101406097412, | |
| "learning_rate": 0.00018548440916607453, | |
| "loss": 3.0155, | |
| "step": 49 | |
| }, | |
| { | |
| "epoch": 0.26720106880427524, | |
| "grad_norm": 5.584553241729736, | |
| "learning_rate": 0.00018449321837726208, | |
| "loss": 2.9737, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.2725450901803607, | |
| "grad_norm": 17.561307907104492, | |
| "learning_rate": 0.00018347212726762437, | |
| "loss": 5.1934, | |
| "step": 51 | |
| }, | |
| { | |
| "epoch": 0.27788911155644624, | |
| "grad_norm": 18.844377517700195, | |
| "learning_rate": 0.00018242149717919993, | |
| "loss": 5.1302, | |
| "step": 52 | |
| }, | |
| { | |
| "epoch": 0.2832331329325317, | |
| "grad_norm": 10.627951622009277, | |
| "learning_rate": 0.00018134169990723247, | |
| "loss": 4.5663, | |
| "step": 53 | |
| }, | |
| { | |
| "epoch": 0.28857715430861725, | |
| "grad_norm": 6.735750198364258, | |
| "learning_rate": 0.00018023311756860038, | |
| "loss": 3.7202, | |
| "step": 54 | |
| }, | |
| { | |
| "epoch": 0.2939211756847027, | |
| "grad_norm": 4.434415817260742, | |
| "learning_rate": 0.00017909614246659409, | |
| "loss": 4.1791, | |
| "step": 55 | |
| }, | |
| { | |
| "epoch": 0.29926519706078825, | |
| "grad_norm": 4.674170017242432, | |
| "learning_rate": 0.00017793117695208828, | |
| "loss": 3.8663, | |
| "step": 56 | |
| }, | |
| { | |
| "epoch": 0.3046092184368738, | |
| "grad_norm": 5.160229206085205, | |
| "learning_rate": 0.0001767386332811587, | |
| "loss": 3.8715, | |
| "step": 57 | |
| }, | |
| { | |
| "epoch": 0.30995323981295925, | |
| "grad_norm": 4.293652057647705, | |
| "learning_rate": 0.00017551893346919362, | |
| "loss": 2.5835, | |
| "step": 58 | |
| }, | |
| { | |
| "epoch": 0.3152972611890448, | |
| "grad_norm": 4.6995625495910645, | |
| "learning_rate": 0.0001742725091415517, | |
| "loss": 2.7618, | |
| "step": 59 | |
| }, | |
| { | |
| "epoch": 0.32064128256513025, | |
| "grad_norm": 5.258271217346191, | |
| "learning_rate": 0.00017299980138081922, | |
| "loss": 3.1181, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.3259853039412158, | |
| "grad_norm": 3.5829501152038574, | |
| "learning_rate": 0.00017170126057072032, | |
| "loss": 3.3912, | |
| "step": 61 | |
| }, | |
| { | |
| "epoch": 0.33132932531730125, | |
| "grad_norm": 4.662436485290527, | |
| "learning_rate": 0.00017037734623673615, | |
| "loss": 3.1201, | |
| "step": 62 | |
| }, | |
| { | |
| "epoch": 0.3366733466933868, | |
| "grad_norm": 4.6757307052612305, | |
| "learning_rate": 0.00016902852688348866, | |
| "loss": 3.1055, | |
| "step": 63 | |
| }, | |
| { | |
| "epoch": 0.3420173680694723, | |
| "grad_norm": 3.675757884979248, | |
| "learning_rate": 0.00016765527982894689, | |
| "loss": 3.4294, | |
| "step": 64 | |
| }, | |
| { | |
| "epoch": 0.3473613894455578, | |
| "grad_norm": 3.7871510982513428, | |
| "learning_rate": 0.00016625809103551462, | |
| "loss": 3.1576, | |
| "step": 65 | |
| }, | |
| { | |
| "epoch": 0.3527054108216433, | |
| "grad_norm": 7.090997219085693, | |
| "learning_rate": 0.0001648374549380587, | |
| "loss": 1.9401, | |
| "step": 66 | |
| }, | |
| { | |
| "epoch": 0.3580494321977288, | |
| "grad_norm": 5.046462535858154, | |
| "learning_rate": 0.00016339387426893918, | |
| "loss": 1.7757, | |
| "step": 67 | |
| }, | |
| { | |
| "epoch": 0.3633934535738143, | |
| "grad_norm": 4.517994403839111, | |
| "learning_rate": 0.00016192785988010353, | |
| "loss": 1.3564, | |
| "step": 68 | |
| }, | |
| { | |
| "epoch": 0.3687374749498998, | |
| "grad_norm": 3.0163919925689697, | |
| "learning_rate": 0.0001604399305623067, | |
| "loss": 1.3458, | |
| "step": 69 | |
| }, | |
| { | |
| "epoch": 0.3740814963259853, | |
| "grad_norm": 4.087157249450684, | |
| "learning_rate": 0.00015893061286152276, | |
| "loss": 2.8926, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.37942551770207084, | |
| "grad_norm": 4.707438945770264, | |
| "learning_rate": 0.00015740044089261138, | |
| "loss": 3.0473, | |
| "step": 71 | |
| }, | |
| { | |
| "epoch": 0.3847695390781563, | |
| "grad_norm": 8.234162330627441, | |
| "learning_rate": 0.00015584995615030634, | |
| "loss": 3.6788, | |
| "step": 72 | |
| }, | |
| { | |
| "epoch": 0.39011356045424184, | |
| "grad_norm": 7.497130870819092, | |
| "learning_rate": 0.00015427970731759212, | |
| "loss": 4.081, | |
| "step": 73 | |
| }, | |
| { | |
| "epoch": 0.3954575818303273, | |
| "grad_norm": 6.302802085876465, | |
| "learning_rate": 0.000152690250071537, | |
| "loss": 3.5992, | |
| "step": 74 | |
| }, | |
| { | |
| "epoch": 0.40080160320641284, | |
| "grad_norm": 7.252871036529541, | |
| "learning_rate": 0.0001510821468866508, | |
| "loss": 3.1878, | |
| "step": 75 | |
| }, | |
| { | |
| "epoch": 0.4061456245824983, | |
| "grad_norm": 4.067234516143799, | |
| "learning_rate": 0.00014945596683583754, | |
| "loss": 3.7711, | |
| "step": 76 | |
| }, | |
| { | |
| "epoch": 0.41148964595858384, | |
| "grad_norm": 3.713172435760498, | |
| "learning_rate": 0.00014781228538901267, | |
| "loss": 3.8432, | |
| "step": 77 | |
| }, | |
| { | |
| "epoch": 0.4168336673346693, | |
| "grad_norm": 3.5716781616210938, | |
| "learning_rate": 0.00014615168420945688, | |
| "loss": 3.6756, | |
| "step": 78 | |
| }, | |
| { | |
| "epoch": 0.42217768871075484, | |
| "grad_norm": 3.4458560943603516, | |
| "learning_rate": 0.00014447475094797797, | |
| "loss": 3.1908, | |
| "step": 79 | |
| }, | |
| { | |
| "epoch": 0.42752171008684037, | |
| "grad_norm": 2.959568500518799, | |
| "learning_rate": 0.0001427820790349539, | |
| "loss": 3.6547, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 0.43286573146292584, | |
| "grad_norm": 3.844724178314209, | |
| "learning_rate": 0.00014107426747033075, | |
| "loss": 3.4797, | |
| "step": 81 | |
| }, | |
| { | |
| "epoch": 0.43820975283901137, | |
| "grad_norm": 3.2627336978912354, | |
| "learning_rate": 0.00013935192061164956, | |
| "loss": 3.4215, | |
| "step": 82 | |
| }, | |
| { | |
| "epoch": 0.44355377421509684, | |
| "grad_norm": 3.0022361278533936, | |
| "learning_rate": 0.00013761564796017724, | |
| "loss": 2.3842, | |
| "step": 83 | |
| }, | |
| { | |
| "epoch": 0.44889779559118237, | |
| "grad_norm": 2.4692890644073486, | |
| "learning_rate": 0.0001358660639452173, | |
| "loss": 2.2673, | |
| "step": 84 | |
| }, | |
| { | |
| "epoch": 0.45424181696726784, | |
| "grad_norm": 2.601637363433838, | |
| "learning_rate": 0.0001341037877066766, | |
| "loss": 2.8049, | |
| "step": 85 | |
| }, | |
| { | |
| "epoch": 0.45958583834335337, | |
| "grad_norm": 2.877810478210449, | |
| "learning_rate": 0.00013232944287596522, | |
| "loss": 2.9897, | |
| "step": 86 | |
| }, | |
| { | |
| "epoch": 0.4649298597194389, | |
| "grad_norm": 2.801961898803711, | |
| "learning_rate": 0.00013054365735530664, | |
| "loss": 2.969, | |
| "step": 87 | |
| }, | |
| { | |
| "epoch": 0.47027388109552437, | |
| "grad_norm": 3.4799296855926514, | |
| "learning_rate": 0.00012874706309553698, | |
| "loss": 2.7851, | |
| "step": 88 | |
| }, | |
| { | |
| "epoch": 0.4756179024716099, | |
| "grad_norm": 3.7868473529815674, | |
| "learning_rate": 0.00012694029587247095, | |
| "loss": 3.4085, | |
| "step": 89 | |
| }, | |
| { | |
| "epoch": 0.48096192384769537, | |
| "grad_norm": 3.071875810623169, | |
| "learning_rate": 0.0001251239950619149, | |
| "loss": 3.3867, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 0.4863059452237809, | |
| "grad_norm": 8.204347610473633, | |
| "learning_rate": 0.0001232988034134053, | |
| "loss": 1.6884, | |
| "step": 91 | |
| }, | |
| { | |
| "epoch": 0.4916499665998664, | |
| "grad_norm": 5.938605785369873, | |
| "learning_rate": 0.00012146536682275387, | |
| "loss": 1.5711, | |
| "step": 92 | |
| }, | |
| { | |
| "epoch": 0.4969939879759519, | |
| "grad_norm": 3.6202452182769775, | |
| "learning_rate": 0.0001196243341034786, | |
| "loss": 1.7918, | |
| "step": 93 | |
| }, | |
| { | |
| "epoch": 0.5023380093520374, | |
| "grad_norm": 3.0969438552856445, | |
| "learning_rate": 0.00011777635675720313, | |
| "loss": 1.42, | |
| "step": 94 | |
| }, | |
| { | |
| "epoch": 0.5023380093520374, | |
| "eval_loss": 2.7997498512268066, | |
| "eval_runtime": 16.1659, | |
| "eval_samples_per_second": 19.547, | |
| "eval_steps_per_second": 4.887, | |
| "step": 94 | |
| } | |
| ], | |
| "logging_steps": 1, | |
| "max_steps": 187, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 1, | |
| "save_steps": 47, | |
| "stateful_callbacks": { | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": false | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 7.740853165699891e+16, | |
| "train_batch_size": 2, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |