| { | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 0.060362173038229376, | |
| "eval_steps": 9, | |
| "global_step": 75, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.0008048289738430583, | |
| "grad_norm": 11.192166328430176, | |
| "learning_rate": 1e-05, | |
| "loss": 6.6585, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.0008048289738430583, | |
| "eval_loss": 6.805187702178955, | |
| "eval_runtime": 104.6359, | |
| "eval_samples_per_second": 39.986, | |
| "eval_steps_per_second": 1.252, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.0016096579476861167, | |
| "grad_norm": 11.650690078735352, | |
| "learning_rate": 2e-05, | |
| "loss": 7.0188, | |
| "step": 2 | |
| }, | |
| { | |
| "epoch": 0.002414486921529175, | |
| "grad_norm": 11.421113014221191, | |
| "learning_rate": 3e-05, | |
| "loss": 6.4525, | |
| "step": 3 | |
| }, | |
| { | |
| "epoch": 0.0032193158953722333, | |
| "grad_norm": 11.061086654663086, | |
| "learning_rate": 4e-05, | |
| "loss": 6.3784, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 0.004024144869215292, | |
| "grad_norm": 9.775355339050293, | |
| "learning_rate": 5e-05, | |
| "loss": 6.2196, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.00482897384305835, | |
| "grad_norm": 9.562323570251465, | |
| "learning_rate": 6e-05, | |
| "loss": 5.6062, | |
| "step": 6 | |
| }, | |
| { | |
| "epoch": 0.005633802816901409, | |
| "grad_norm": 10.165483474731445, | |
| "learning_rate": 7e-05, | |
| "loss": 5.2028, | |
| "step": 7 | |
| }, | |
| { | |
| "epoch": 0.006438631790744467, | |
| "grad_norm": 10.02241325378418, | |
| "learning_rate": 8e-05, | |
| "loss": 4.0975, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.007243460764587525, | |
| "grad_norm": 8.44987964630127, | |
| "learning_rate": 9e-05, | |
| "loss": 3.0836, | |
| "step": 9 | |
| }, | |
| { | |
| "epoch": 0.007243460764587525, | |
| "eval_loss": 2.5053255558013916, | |
| "eval_runtime": 104.9058, | |
| "eval_samples_per_second": 39.883, | |
| "eval_steps_per_second": 1.249, | |
| "step": 9 | |
| }, | |
| { | |
| "epoch": 0.008048289738430584, | |
| "grad_norm": 6.6600728034973145, | |
| "learning_rate": 0.0001, | |
| "loss": 2.4739, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.008853118712273641, | |
| "grad_norm": 5.0193281173706055, | |
| "learning_rate": 9.99695413509548e-05, | |
| "loss": 2.1564, | |
| "step": 11 | |
| }, | |
| { | |
| "epoch": 0.0096579476861167, | |
| "grad_norm": 4.505955219268799, | |
| "learning_rate": 9.987820251299122e-05, | |
| "loss": 1.8849, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 0.010462776659959759, | |
| "grad_norm": 5.045136451721191, | |
| "learning_rate": 9.972609476841367e-05, | |
| "loss": 1.7878, | |
| "step": 13 | |
| }, | |
| { | |
| "epoch": 0.011267605633802818, | |
| "grad_norm": 4.680845260620117, | |
| "learning_rate": 9.951340343707852e-05, | |
| "loss": 1.954, | |
| "step": 14 | |
| }, | |
| { | |
| "epoch": 0.012072434607645875, | |
| "grad_norm": 2.519116163253784, | |
| "learning_rate": 9.924038765061042e-05, | |
| "loss": 1.5238, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.012877263581488933, | |
| "grad_norm": 4.319192886352539, | |
| "learning_rate": 9.890738003669029e-05, | |
| "loss": 1.8018, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 0.013682092555331992, | |
| "grad_norm": 2.92718768119812, | |
| "learning_rate": 9.851478631379982e-05, | |
| "loss": 1.6114, | |
| "step": 17 | |
| }, | |
| { | |
| "epoch": 0.01448692152917505, | |
| "grad_norm": 2.9451489448547363, | |
| "learning_rate": 9.806308479691595e-05, | |
| "loss": 1.5827, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 0.01448692152917505, | |
| "eval_loss": 1.637782096862793, | |
| "eval_runtime": 104.9159, | |
| "eval_samples_per_second": 39.88, | |
| "eval_steps_per_second": 1.249, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 0.015291750503018108, | |
| "grad_norm": 2.3936715126037598, | |
| "learning_rate": 9.755282581475769e-05, | |
| "loss": 1.5507, | |
| "step": 19 | |
| }, | |
| { | |
| "epoch": 0.01609657947686117, | |
| "grad_norm": 4.588832855224609, | |
| "learning_rate": 9.698463103929542e-05, | |
| "loss": 1.6737, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.016901408450704224, | |
| "grad_norm": 4.155963897705078, | |
| "learning_rate": 9.635919272833938e-05, | |
| "loss": 1.6339, | |
| "step": 21 | |
| }, | |
| { | |
| "epoch": 0.017706237424547282, | |
| "grad_norm": 2.737631320953369, | |
| "learning_rate": 9.567727288213005e-05, | |
| "loss": 1.531, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 0.01851106639839034, | |
| "grad_norm": 2.7039952278137207, | |
| "learning_rate": 9.493970231495835e-05, | |
| "loss": 1.6107, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 0.0193158953722334, | |
| "grad_norm": 2.363913059234619, | |
| "learning_rate": 9.414737964294636e-05, | |
| "loss": 1.5691, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 0.02012072434607646, | |
| "grad_norm": 1.343972086906433, | |
| "learning_rate": 9.330127018922194e-05, | |
| "loss": 1.6317, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.020925553319919517, | |
| "grad_norm": 1.7515672445297241, | |
| "learning_rate": 9.24024048078213e-05, | |
| "loss": 1.5421, | |
| "step": 26 | |
| }, | |
| { | |
| "epoch": 0.021730382293762576, | |
| "grad_norm": 1.2362278699874878, | |
| "learning_rate": 9.145187862775209e-05, | |
| "loss": 1.5112, | |
| "step": 27 | |
| }, | |
| { | |
| "epoch": 0.021730382293762576, | |
| "eval_loss": 1.5076904296875, | |
| "eval_runtime": 104.8339, | |
| "eval_samples_per_second": 39.911, | |
| "eval_steps_per_second": 1.25, | |
| "step": 27 | |
| }, | |
| { | |
| "epoch": 0.022535211267605635, | |
| "grad_norm": 1.300615906715393, | |
| "learning_rate": 9.045084971874738e-05, | |
| "loss": 1.4843, | |
| "step": 28 | |
| }, | |
| { | |
| "epoch": 0.023340040241448694, | |
| "grad_norm": 1.56174635887146, | |
| "learning_rate": 8.940053768033609e-05, | |
| "loss": 1.442, | |
| "step": 29 | |
| }, | |
| { | |
| "epoch": 0.02414486921529175, | |
| "grad_norm": 1.2243015766143799, | |
| "learning_rate": 8.83022221559489e-05, | |
| "loss": 1.3991, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.024949698189134808, | |
| "grad_norm": 3.7497904300689697, | |
| "learning_rate": 8.715724127386972e-05, | |
| "loss": 1.6153, | |
| "step": 31 | |
| }, | |
| { | |
| "epoch": 0.025754527162977867, | |
| "grad_norm": 2.2340564727783203, | |
| "learning_rate": 8.596699001693255e-05, | |
| "loss": 1.5808, | |
| "step": 32 | |
| }, | |
| { | |
| "epoch": 0.026559356136820925, | |
| "grad_norm": 1.3580228090286255, | |
| "learning_rate": 8.473291852294987e-05, | |
| "loss": 1.4753, | |
| "step": 33 | |
| }, | |
| { | |
| "epoch": 0.027364185110663984, | |
| "grad_norm": 1.3715550899505615, | |
| "learning_rate": 8.345653031794292e-05, | |
| "loss": 1.4633, | |
| "step": 34 | |
| }, | |
| { | |
| "epoch": 0.028169014084507043, | |
| "grad_norm": 1.1812132596969604, | |
| "learning_rate": 8.213938048432697e-05, | |
| "loss": 1.4643, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 0.0289738430583501, | |
| "grad_norm": 1.5139570236206055, | |
| "learning_rate": 8.07830737662829e-05, | |
| "loss": 1.5013, | |
| "step": 36 | |
| }, | |
| { | |
| "epoch": 0.0289738430583501, | |
| "eval_loss": 1.4720921516418457, | |
| "eval_runtime": 104.853, | |
| "eval_samples_per_second": 39.903, | |
| "eval_steps_per_second": 1.249, | |
| "step": 36 | |
| }, | |
| { | |
| "epoch": 0.02977867203219316, | |
| "grad_norm": 1.8641102313995361, | |
| "learning_rate": 7.938926261462366e-05, | |
| "loss": 1.4444, | |
| "step": 37 | |
| }, | |
| { | |
| "epoch": 0.030583501006036216, | |
| "grad_norm": 2.7784502506256104, | |
| "learning_rate": 7.795964517353735e-05, | |
| "loss": 1.4846, | |
| "step": 38 | |
| }, | |
| { | |
| "epoch": 0.031388329979879274, | |
| "grad_norm": 1.257810115814209, | |
| "learning_rate": 7.649596321166024e-05, | |
| "loss": 1.3544, | |
| "step": 39 | |
| }, | |
| { | |
| "epoch": 0.03219315895372234, | |
| "grad_norm": 1.5466625690460205, | |
| "learning_rate": 7.500000000000001e-05, | |
| "loss": 1.4845, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.03299798792756539, | |
| "grad_norm": 1.6509723663330078, | |
| "learning_rate": 7.347357813929454e-05, | |
| "loss": 1.414, | |
| "step": 41 | |
| }, | |
| { | |
| "epoch": 0.03380281690140845, | |
| "grad_norm": 2.0773937702178955, | |
| "learning_rate": 7.191855733945387e-05, | |
| "loss": 1.4217, | |
| "step": 42 | |
| }, | |
| { | |
| "epoch": 0.03460764587525151, | |
| "grad_norm": 4.887015342712402, | |
| "learning_rate": 7.033683215379002e-05, | |
| "loss": 1.5279, | |
| "step": 43 | |
| }, | |
| { | |
| "epoch": 0.035412474849094565, | |
| "grad_norm": 1.6943373680114746, | |
| "learning_rate": 6.873032967079561e-05, | |
| "loss": 1.4103, | |
| "step": 44 | |
| }, | |
| { | |
| "epoch": 0.03621730382293763, | |
| "grad_norm": 1.8067197799682617, | |
| "learning_rate": 6.710100716628344e-05, | |
| "loss": 1.2827, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 0.03621730382293763, | |
| "eval_loss": 1.430705189704895, | |
| "eval_runtime": 104.8515, | |
| "eval_samples_per_second": 39.904, | |
| "eval_steps_per_second": 1.249, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 0.03702213279678068, | |
| "grad_norm": 3.1064023971557617, | |
| "learning_rate": 6.545084971874738e-05, | |
| "loss": 1.5073, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 0.037826961770623745, | |
| "grad_norm": 1.9709528684616089, | |
| "learning_rate": 6.378186779084995e-05, | |
| "loss": 1.3964, | |
| "step": 47 | |
| }, | |
| { | |
| "epoch": 0.0386317907444668, | |
| "grad_norm": 2.6226296424865723, | |
| "learning_rate": 6.209609477998338e-05, | |
| "loss": 1.5358, | |
| "step": 48 | |
| }, | |
| { | |
| "epoch": 0.03943661971830986, | |
| "grad_norm": 1.5384474992752075, | |
| "learning_rate": 6.0395584540887963e-05, | |
| "loss": 1.3684, | |
| "step": 49 | |
| }, | |
| { | |
| "epoch": 0.04024144869215292, | |
| "grad_norm": 1.7795501947402954, | |
| "learning_rate": 5.868240888334653e-05, | |
| "loss": 1.5023, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.04104627766599597, | |
| "grad_norm": 1.9440804719924927, | |
| "learning_rate": 5.695865504800327e-05, | |
| "loss": 1.3768, | |
| "step": 51 | |
| }, | |
| { | |
| "epoch": 0.041851106639839035, | |
| "grad_norm": 1.7918343544006348, | |
| "learning_rate": 5.522642316338268e-05, | |
| "loss": 1.3898, | |
| "step": 52 | |
| }, | |
| { | |
| "epoch": 0.04265593561368209, | |
| "grad_norm": 1.6904802322387695, | |
| "learning_rate": 5.348782368720626e-05, | |
| "loss": 1.2864, | |
| "step": 53 | |
| }, | |
| { | |
| "epoch": 0.04346076458752515, | |
| "grad_norm": 2.007007360458374, | |
| "learning_rate": 5.174497483512506e-05, | |
| "loss": 1.3977, | |
| "step": 54 | |
| }, | |
| { | |
| "epoch": 0.04346076458752515, | |
| "eval_loss": 1.397533655166626, | |
| "eval_runtime": 104.7915, | |
| "eval_samples_per_second": 39.927, | |
| "eval_steps_per_second": 1.25, | |
| "step": 54 | |
| }, | |
| { | |
| "epoch": 0.04426559356136821, | |
| "grad_norm": 1.9125590324401855, | |
| "learning_rate": 5e-05, | |
| "loss": 1.4675, | |
| "step": 55 | |
| }, | |
| { | |
| "epoch": 0.04507042253521127, | |
| "grad_norm": 1.4900492429733276, | |
| "learning_rate": 4.825502516487497e-05, | |
| "loss": 1.413, | |
| "step": 56 | |
| }, | |
| { | |
| "epoch": 0.045875251509054325, | |
| "grad_norm": 2.335010290145874, | |
| "learning_rate": 4.6512176312793736e-05, | |
| "loss": 1.4394, | |
| "step": 57 | |
| }, | |
| { | |
| "epoch": 0.04668008048289739, | |
| "grad_norm": 1.7225452661514282, | |
| "learning_rate": 4.477357683661734e-05, | |
| "loss": 1.3768, | |
| "step": 58 | |
| }, | |
| { | |
| "epoch": 0.04748490945674044, | |
| "grad_norm": 1.1971241235733032, | |
| "learning_rate": 4.3041344951996746e-05, | |
| "loss": 1.4439, | |
| "step": 59 | |
| }, | |
| { | |
| "epoch": 0.0482897384305835, | |
| "grad_norm": 1.7993239164352417, | |
| "learning_rate": 4.131759111665349e-05, | |
| "loss": 1.4337, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.04909456740442656, | |
| "grad_norm": 1.193589448928833, | |
| "learning_rate": 3.960441545911204e-05, | |
| "loss": 1.2794, | |
| "step": 61 | |
| }, | |
| { | |
| "epoch": 0.049899396378269616, | |
| "grad_norm": 1.2995184659957886, | |
| "learning_rate": 3.790390522001662e-05, | |
| "loss": 1.2957, | |
| "step": 62 | |
| }, | |
| { | |
| "epoch": 0.05070422535211268, | |
| "grad_norm": 1.5458860397338867, | |
| "learning_rate": 3.6218132209150045e-05, | |
| "loss": 1.4027, | |
| "step": 63 | |
| }, | |
| { | |
| "epoch": 0.05070422535211268, | |
| "eval_loss": 1.3566713333129883, | |
| "eval_runtime": 104.8245, | |
| "eval_samples_per_second": 39.914, | |
| "eval_steps_per_second": 1.25, | |
| "step": 63 | |
| }, | |
| { | |
| "epoch": 0.05150905432595573, | |
| "grad_norm": 1.243240475654602, | |
| "learning_rate": 3.4549150281252636e-05, | |
| "loss": 1.3594, | |
| "step": 64 | |
| }, | |
| { | |
| "epoch": 0.052313883299798795, | |
| "grad_norm": 1.6665877103805542, | |
| "learning_rate": 3.289899283371657e-05, | |
| "loss": 1.3725, | |
| "step": 65 | |
| }, | |
| { | |
| "epoch": 0.05311871227364185, | |
| "grad_norm": 1.9751228094100952, | |
| "learning_rate": 3.12696703292044e-05, | |
| "loss": 1.3449, | |
| "step": 66 | |
| }, | |
| { | |
| "epoch": 0.053923541247484906, | |
| "grad_norm": 1.640518307685852, | |
| "learning_rate": 2.9663167846209998e-05, | |
| "loss": 1.4013, | |
| "step": 67 | |
| }, | |
| { | |
| "epoch": 0.05472837022132797, | |
| "grad_norm": 1.4377756118774414, | |
| "learning_rate": 2.8081442660546125e-05, | |
| "loss": 1.3361, | |
| "step": 68 | |
| }, | |
| { | |
| "epoch": 0.055533199195171024, | |
| "grad_norm": 1.8161500692367554, | |
| "learning_rate": 2.6526421860705473e-05, | |
| "loss": 1.3564, | |
| "step": 69 | |
| }, | |
| { | |
| "epoch": 0.056338028169014086, | |
| "grad_norm": 1.4024537801742554, | |
| "learning_rate": 2.500000000000001e-05, | |
| "loss": 1.5085, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.05714285714285714, | |
| "grad_norm": 1.6841168403625488, | |
| "learning_rate": 2.350403678833976e-05, | |
| "loss": 1.2695, | |
| "step": 71 | |
| }, | |
| { | |
| "epoch": 0.0579476861167002, | |
| "grad_norm": 2.2560067176818848, | |
| "learning_rate": 2.2040354826462668e-05, | |
| "loss": 1.3388, | |
| "step": 72 | |
| }, | |
| { | |
| "epoch": 0.0579476861167002, | |
| "eval_loss": 1.3307467699050903, | |
| "eval_runtime": 105.0349, | |
| "eval_samples_per_second": 39.834, | |
| "eval_steps_per_second": 1.247, | |
| "step": 72 | |
| }, | |
| { | |
| "epoch": 0.05875251509054326, | |
| "grad_norm": 1.5936686992645264, | |
| "learning_rate": 2.061073738537635e-05, | |
| "loss": 1.2245, | |
| "step": 73 | |
| }, | |
| { | |
| "epoch": 0.05955734406438632, | |
| "grad_norm": 1.7071914672851562, | |
| "learning_rate": 1.9216926233717085e-05, | |
| "loss": 1.326, | |
| "step": 74 | |
| }, | |
| { | |
| "epoch": 0.060362173038229376, | |
| "grad_norm": 1.3684706687927246, | |
| "learning_rate": 1.7860619515673033e-05, | |
| "loss": 1.3298, | |
| "step": 75 | |
| } | |
| ], | |
| "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": false | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 3.564768400863396e+17, | |
| "train_batch_size": 8, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |