{ "best_metric": null, "best_model_checkpoint": null, "epoch": 0.19398642095053345, "eval_steps": 9, "global_step": 100, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0019398642095053346, "grad_norm": 5.092199802398682, "learning_rate": 1e-05, "loss": 4.7383, "step": 1 }, { "epoch": 0.0019398642095053346, "eval_loss": 4.821082592010498, "eval_runtime": 9.658, "eval_samples_per_second": 44.937, "eval_steps_per_second": 5.695, "step": 1 }, { "epoch": 0.0038797284190106693, "grad_norm": 4.449008464813232, "learning_rate": 2e-05, "loss": 4.6036, "step": 2 }, { "epoch": 0.005819592628516004, "grad_norm": 4.542291164398193, "learning_rate": 3e-05, "loss": 4.7654, "step": 3 }, { "epoch": 0.007759456838021339, "grad_norm": 4.831502437591553, "learning_rate": 4e-05, "loss": 4.6307, "step": 4 }, { "epoch": 0.009699321047526674, "grad_norm": 4.798445224761963, "learning_rate": 5e-05, "loss": 4.689, "step": 5 }, { "epoch": 0.011639185257032008, "grad_norm": 4.600784778594971, "learning_rate": 6e-05, "loss": 4.4962, "step": 6 }, { "epoch": 0.013579049466537343, "grad_norm": 4.6975178718566895, "learning_rate": 7e-05, "loss": 4.6526, "step": 7 }, { "epoch": 0.015518913676042677, "grad_norm": 4.297379970550537, "learning_rate": 8e-05, "loss": 4.4603, "step": 8 }, { "epoch": 0.01745877788554801, "grad_norm": 4.602691650390625, "learning_rate": 9e-05, "loss": 4.0801, "step": 9 }, { "epoch": 0.01745877788554801, "eval_loss": 3.935520887374878, "eval_runtime": 7.7589, "eval_samples_per_second": 55.935, "eval_steps_per_second": 7.089, "step": 9 }, { "epoch": 0.019398642095053348, "grad_norm": 3.76698899269104, "learning_rate": 0.0001, "loss": 3.9645, "step": 10 }, { "epoch": 0.02133850630455868, "grad_norm": 3.087214708328247, "learning_rate": 9.99695413509548e-05, "loss": 3.9473, "step": 11 }, { "epoch": 0.023278370514064017, "grad_norm": 3.322976589202881, "learning_rate": 9.987820251299122e-05, "loss": 3.652, "step": 12 }, { "epoch": 0.02521823472356935, "grad_norm": 3.5539023876190186, "learning_rate": 9.972609476841367e-05, "loss": 3.3627, "step": 13 }, { "epoch": 0.027158098933074686, "grad_norm": 3.190157413482666, "learning_rate": 9.951340343707852e-05, "loss": 3.1173, "step": 14 }, { "epoch": 0.029097963142580018, "grad_norm": 3.779177188873291, "learning_rate": 9.924038765061042e-05, "loss": 2.8321, "step": 15 }, { "epoch": 0.031037827352085354, "grad_norm": 3.7224929332733154, "learning_rate": 9.890738003669029e-05, "loss": 2.504, "step": 16 }, { "epoch": 0.03297769156159069, "grad_norm": 3.4633424282073975, "learning_rate": 9.851478631379982e-05, "loss": 2.2944, "step": 17 }, { "epoch": 0.03491755577109602, "grad_norm": 2.928765296936035, "learning_rate": 9.806308479691595e-05, "loss": 2.2625, "step": 18 }, { "epoch": 0.03491755577109602, "eval_loss": 2.196943759918213, "eval_runtime": 7.7522, "eval_samples_per_second": 55.984, "eval_steps_per_second": 7.095, "step": 18 }, { "epoch": 0.03685741998060136, "grad_norm": 3.9546890258789062, "learning_rate": 9.755282581475769e-05, "loss": 2.3878, "step": 19 }, { "epoch": 0.038797284190106696, "grad_norm": 4.105186462402344, "learning_rate": 9.698463103929542e-05, "loss": 2.1788, "step": 20 }, { "epoch": 0.040737148399612025, "grad_norm": 3.8948333263397217, "learning_rate": 9.635919272833938e-05, "loss": 1.8275, "step": 21 }, { "epoch": 0.04267701260911736, "grad_norm": 3.057760238647461, "learning_rate": 9.567727288213005e-05, "loss": 1.621, "step": 22 }, { "epoch": 0.0446168768186227, "grad_norm": 2.3399696350097656, "learning_rate": 9.493970231495835e-05, "loss": 1.655, "step": 23 }, { "epoch": 0.04655674102812803, "grad_norm": 2.517136335372925, "learning_rate": 9.414737964294636e-05, "loss": 1.7654, "step": 24 }, { "epoch": 0.04849660523763336, "grad_norm": 2.6656148433685303, "learning_rate": 9.330127018922194e-05, "loss": 1.7639, "step": 25 }, { "epoch": 0.0504364694471387, "grad_norm": 3.310025930404663, "learning_rate": 9.24024048078213e-05, "loss": 1.3531, "step": 26 }, { "epoch": 0.052376333656644035, "grad_norm": 2.69954776763916, "learning_rate": 9.145187862775209e-05, "loss": 1.1658, "step": 27 }, { "epoch": 0.052376333656644035, "eval_loss": 1.3316627740859985, "eval_runtime": 7.7784, "eval_samples_per_second": 55.796, "eval_steps_per_second": 7.071, "step": 27 }, { "epoch": 0.05431619786614937, "grad_norm": 2.0734622478485107, "learning_rate": 9.045084971874738e-05, "loss": 1.3399, "step": 28 }, { "epoch": 0.05625606207565471, "grad_norm": 2.7428479194641113, "learning_rate": 8.940053768033609e-05, "loss": 1.4039, "step": 29 }, { "epoch": 0.058195926285160036, "grad_norm": 1.9327542781829834, "learning_rate": 8.83022221559489e-05, "loss": 0.9577, "step": 30 }, { "epoch": 0.06013579049466537, "grad_norm": 2.079310417175293, "learning_rate": 8.715724127386972e-05, "loss": 0.9913, "step": 31 }, { "epoch": 0.06207565470417071, "grad_norm": 2.0377795696258545, "learning_rate": 8.596699001693255e-05, "loss": 0.9515, "step": 32 }, { "epoch": 0.06401551891367604, "grad_norm": 1.990349292755127, "learning_rate": 8.473291852294987e-05, "loss": 1.1051, "step": 33 }, { "epoch": 0.06595538312318137, "grad_norm": 2.111757755279541, "learning_rate": 8.345653031794292e-05, "loss": 1.0754, "step": 34 }, { "epoch": 0.06789524733268672, "grad_norm": 2.61749005317688, "learning_rate": 8.213938048432697e-05, "loss": 1.0685, "step": 35 }, { "epoch": 0.06983511154219205, "grad_norm": 1.9351005554199219, "learning_rate": 8.07830737662829e-05, "loss": 0.8439, "step": 36 }, { "epoch": 0.06983511154219205, "eval_loss": 0.8821842670440674, "eval_runtime": 7.7414, "eval_samples_per_second": 56.063, "eval_steps_per_second": 7.105, "step": 36 }, { "epoch": 0.07177497575169738, "grad_norm": 1.9722400903701782, "learning_rate": 7.938926261462366e-05, "loss": 0.9561, "step": 37 }, { "epoch": 0.07371483996120272, "grad_norm": 2.1616642475128174, "learning_rate": 7.795964517353735e-05, "loss": 1.0384, "step": 38 }, { "epoch": 0.07565470417070805, "grad_norm": 1.5446350574493408, "learning_rate": 7.649596321166024e-05, "loss": 0.7242, "step": 39 }, { "epoch": 0.07759456838021339, "grad_norm": 1.5929559469223022, "learning_rate": 7.500000000000001e-05, "loss": 0.843, "step": 40 }, { "epoch": 0.07953443258971872, "grad_norm": 1.5796291828155518, "learning_rate": 7.347357813929454e-05, "loss": 0.8905, "step": 41 }, { "epoch": 0.08147429679922405, "grad_norm": 1.9490644931793213, "learning_rate": 7.191855733945387e-05, "loss": 0.7645, "step": 42 }, { "epoch": 0.08341416100872939, "grad_norm": 1.8810855150222778, "learning_rate": 7.033683215379002e-05, "loss": 0.7698, "step": 43 }, { "epoch": 0.08535402521823472, "grad_norm": 2.4278464317321777, "learning_rate": 6.873032967079561e-05, "loss": 0.795, "step": 44 }, { "epoch": 0.08729388942774007, "grad_norm": 1.4299455881118774, "learning_rate": 6.710100716628344e-05, "loss": 0.5331, "step": 45 }, { "epoch": 0.08729388942774007, "eval_loss": 0.6151111721992493, "eval_runtime": 7.7408, "eval_samples_per_second": 56.067, "eval_steps_per_second": 7.105, "step": 45 }, { "epoch": 0.0892337536372454, "grad_norm": 1.8526909351348877, "learning_rate": 6.545084971874738e-05, "loss": 0.7683, "step": 46 }, { "epoch": 0.09117361784675072, "grad_norm": 1.4803686141967773, "learning_rate": 6.378186779084995e-05, "loss": 0.5607, "step": 47 }, { "epoch": 0.09311348205625607, "grad_norm": 1.5188422203063965, "learning_rate": 6.209609477998338e-05, "loss": 0.4849, "step": 48 }, { "epoch": 0.0950533462657614, "grad_norm": 1.1162447929382324, "learning_rate": 6.0395584540887963e-05, "loss": 0.4439, "step": 49 }, { "epoch": 0.09699321047526673, "grad_norm": 1.8776347637176514, "learning_rate": 5.868240888334653e-05, "loss": 0.575, "step": 50 }, { "epoch": 0.09893307468477207, "grad_norm": 1.4063315391540527, "learning_rate": 5.695865504800327e-05, "loss": 0.5396, "step": 51 }, { "epoch": 0.1008729388942774, "grad_norm": 1.2367199659347534, "learning_rate": 5.522642316338268e-05, "loss": 0.4351, "step": 52 }, { "epoch": 0.10281280310378274, "grad_norm": 1.320259928703308, "learning_rate": 5.348782368720626e-05, "loss": 0.4758, "step": 53 }, { "epoch": 0.10475266731328807, "grad_norm": 1.6481106281280518, "learning_rate": 5.174497483512506e-05, "loss": 0.5796, "step": 54 }, { "epoch": 0.10475266731328807, "eval_loss": 0.4402259886264801, "eval_runtime": 7.7586, "eval_samples_per_second": 55.938, "eval_steps_per_second": 7.089, "step": 54 }, { "epoch": 0.1066925315227934, "grad_norm": 1.4706881046295166, "learning_rate": 5e-05, "loss": 0.5325, "step": 55 }, { "epoch": 0.10863239573229874, "grad_norm": 1.681864619255066, "learning_rate": 4.825502516487497e-05, "loss": 0.5644, "step": 56 }, { "epoch": 0.11057225994180407, "grad_norm": 1.4026848077774048, "learning_rate": 4.6512176312793736e-05, "loss": 0.3279, "step": 57 }, { "epoch": 0.11251212415130941, "grad_norm": 1.2170274257659912, "learning_rate": 4.477357683661734e-05, "loss": 0.3805, "step": 58 }, { "epoch": 0.11445198836081474, "grad_norm": 1.9468257427215576, "learning_rate": 4.3041344951996746e-05, "loss": 0.5186, "step": 59 }, { "epoch": 0.11639185257032007, "grad_norm": 1.2916088104248047, "learning_rate": 4.131759111665349e-05, "loss": 0.2757, "step": 60 }, { "epoch": 0.11833171677982542, "grad_norm": 1.548339605331421, "learning_rate": 3.960441545911204e-05, "loss": 0.3923, "step": 61 }, { "epoch": 0.12027158098933075, "grad_norm": 2.265233039855957, "learning_rate": 3.790390522001662e-05, "loss": 0.6105, "step": 62 }, { "epoch": 0.12221144519883609, "grad_norm": 1.4970910549163818, "learning_rate": 3.6218132209150045e-05, "loss": 0.4189, "step": 63 }, { "epoch": 0.12221144519883609, "eval_loss": 0.3442797064781189, "eval_runtime": 7.745, "eval_samples_per_second": 56.036, "eval_steps_per_second": 7.101, "step": 63 }, { "epoch": 0.12415130940834142, "grad_norm": 1.1539958715438843, "learning_rate": 3.4549150281252636e-05, "loss": 0.2965, "step": 64 }, { "epoch": 0.12609117361784675, "grad_norm": 1.2717357873916626, "learning_rate": 3.289899283371657e-05, "loss": 0.3565, "step": 65 }, { "epoch": 0.1280310378273521, "grad_norm": 1.1463826894760132, "learning_rate": 3.12696703292044e-05, "loss": 0.3243, "step": 66 }, { "epoch": 0.12997090203685743, "grad_norm": 2.083845615386963, "learning_rate": 2.9663167846209998e-05, "loss": 0.4723, "step": 67 }, { "epoch": 0.13191076624636275, "grad_norm": 1.220322608947754, "learning_rate": 2.8081442660546125e-05, "loss": 0.3566, "step": 68 }, { "epoch": 0.1338506304558681, "grad_norm": 1.4377970695495605, "learning_rate": 2.6526421860705473e-05, "loss": 0.384, "step": 69 }, { "epoch": 0.13579049466537343, "grad_norm": 1.6574350595474243, "learning_rate": 2.500000000000001e-05, "loss": 0.3038, "step": 70 }, { "epoch": 0.13773035887487875, "grad_norm": 1.2186497449874878, "learning_rate": 2.350403678833976e-05, "loss": 0.2762, "step": 71 }, { "epoch": 0.1396702230843841, "grad_norm": 1.6001431941986084, "learning_rate": 2.2040354826462668e-05, "loss": 0.25, "step": 72 }, { "epoch": 0.1396702230843841, "eval_loss": 0.3006916642189026, "eval_runtime": 7.7498, "eval_samples_per_second": 56.001, "eval_steps_per_second": 7.097, "step": 72 }, { "epoch": 0.14161008729388944, "grad_norm": 1.6216119527816772, "learning_rate": 2.061073738537635e-05, "loss": 0.391, "step": 73 }, { "epoch": 0.14354995150339475, "grad_norm": 2.5727713108062744, "learning_rate": 1.9216926233717085e-05, "loss": 0.5055, "step": 74 }, { "epoch": 0.1454898157129001, "grad_norm": 1.4488884210586548, "learning_rate": 1.7860619515673033e-05, "loss": 0.3118, "step": 75 }, { "epoch": 0.14742967992240544, "grad_norm": 1.5707823038101196, "learning_rate": 1.6543469682057106e-05, "loss": 0.329, "step": 76 }, { "epoch": 0.14936954413191075, "grad_norm": 0.8776403069496155, "learning_rate": 1.526708147705013e-05, "loss": 0.2757, "step": 77 }, { "epoch": 0.1513094083414161, "grad_norm": 1.9407877922058105, "learning_rate": 1.4033009983067452e-05, "loss": 0.348, "step": 78 }, { "epoch": 0.15324927255092144, "grad_norm": 1.6693557500839233, "learning_rate": 1.2842758726130283e-05, "loss": 0.3072, "step": 79 }, { "epoch": 0.15518913676042678, "grad_norm": 0.9786368608474731, "learning_rate": 1.1697777844051105e-05, "loss": 0.2356, "step": 80 }, { "epoch": 0.1571290009699321, "grad_norm": 1.0574125051498413, "learning_rate": 1.0599462319663905e-05, "loss": 0.1978, "step": 81 }, { "epoch": 0.1571290009699321, "eval_loss": 0.2722632586956024, "eval_runtime": 7.7369, "eval_samples_per_second": 56.095, "eval_steps_per_second": 7.109, "step": 81 }, { "epoch": 0.15906886517943744, "grad_norm": 1.628749966621399, "learning_rate": 9.549150281252633e-06, "loss": 0.2687, "step": 82 }, { "epoch": 0.16100872938894278, "grad_norm": 1.5231091976165771, "learning_rate": 8.548121372247918e-06, "loss": 0.307, "step": 83 }, { "epoch": 0.1629485935984481, "grad_norm": 0.9854992032051086, "learning_rate": 7.597595192178702e-06, "loss": 0.183, "step": 84 }, { "epoch": 0.16488845780795344, "grad_norm": 1.5809539556503296, "learning_rate": 6.698729810778065e-06, "loss": 0.2977, "step": 85 }, { "epoch": 0.16682832201745879, "grad_norm": 1.4216303825378418, "learning_rate": 5.852620357053651e-06, "loss": 0.275, "step": 86 }, { "epoch": 0.1687681862269641, "grad_norm": 1.5944830179214478, "learning_rate": 5.060297685041659e-06, "loss": 0.296, "step": 87 }, { "epoch": 0.17070805043646944, "grad_norm": 1.6960701942443848, "learning_rate": 4.322727117869951e-06, "loss": 0.3684, "step": 88 }, { "epoch": 0.1726479146459748, "grad_norm": 1.3024052381515503, "learning_rate": 3.6408072716606346e-06, "loss": 0.304, "step": 89 }, { "epoch": 0.17458777885548013, "grad_norm": 1.6905990839004517, "learning_rate": 3.0153689607045845e-06, "loss": 0.3042, "step": 90 }, { "epoch": 0.17458777885548013, "eval_loss": 0.26292115449905396, "eval_runtime": 7.7439, "eval_samples_per_second": 56.044, "eval_steps_per_second": 7.102, "step": 90 }, { "epoch": 0.17652764306498545, "grad_norm": 1.0282114744186401, "learning_rate": 2.4471741852423237e-06, "loss": 0.227, "step": 91 }, { "epoch": 0.1784675072744908, "grad_norm": 1.2541886568069458, "learning_rate": 1.9369152030840556e-06, "loss": 0.2273, "step": 92 }, { "epoch": 0.18040737148399613, "grad_norm": 1.7235442399978638, "learning_rate": 1.4852136862001764e-06, "loss": 0.3701, "step": 93 }, { "epoch": 0.18234723569350145, "grad_norm": 1.2627227306365967, "learning_rate": 1.0926199633097157e-06, "loss": 0.3245, "step": 94 }, { "epoch": 0.1842870999030068, "grad_norm": 1.996457815170288, "learning_rate": 7.596123493895991e-07, "loss": 0.3793, "step": 95 }, { "epoch": 0.18622696411251213, "grad_norm": 1.1682064533233643, "learning_rate": 4.865965629214819e-07, "loss": 0.2895, "step": 96 }, { "epoch": 0.18816682832201745, "grad_norm": 0.9628655910491943, "learning_rate": 2.7390523158633554e-07, "loss": 0.2685, "step": 97 }, { "epoch": 0.1901066925315228, "grad_norm": 1.4077612161636353, "learning_rate": 1.2179748700879012e-07, "loss": 0.2579, "step": 98 }, { "epoch": 0.19204655674102813, "grad_norm": 1.1800073385238647, "learning_rate": 3.04586490452119e-08, "loss": 0.2709, "step": 99 }, { "epoch": 0.19204655674102813, "eval_loss": 0.26203885674476624, "eval_runtime": 7.7497, "eval_samples_per_second": 56.002, "eval_steps_per_second": 7.097, "step": 99 }, { "epoch": 0.19398642095053345, "grad_norm": 1.5470740795135498, "learning_rate": 0.0, "loss": 0.2969, "step": 100 } ], "logging_steps": 1, "max_steps": 100, "num_input_tokens_seen": 0, "num_train_epochs": 1, "save_steps": 25, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 2596262859767808.0, "train_batch_size": 8, "trial_name": null, "trial_params": null }