{ "best_metric": null, "best_model_checkpoint": null, "epoch": 1.0049625953633063, "eval_steps": 11, "global_step": 106, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.009480779201540626, "grad_norm": 0.38671875, "learning_rate": 2e-05, "loss": 0.4197, "step": 1 }, { "epoch": 0.009480779201540626, "eval_loss": 0.41279804706573486, "eval_runtime": 34.6855, "eval_samples_per_second": 20.498, "eval_steps_per_second": 20.498, "step": 1 }, { "epoch": 0.018961558403081252, "grad_norm": 0.359375, "learning_rate": 4e-05, "loss": 0.3966, "step": 2 }, { "epoch": 0.02844233760462188, "grad_norm": 0.388671875, "learning_rate": 6e-05, "loss": 0.4257, "step": 3 }, { "epoch": 0.037923116806162505, "grad_norm": 0.408203125, "learning_rate": 8e-05, "loss": 0.4026, "step": 4 }, { "epoch": 0.04740389600770313, "grad_norm": 0.384765625, "learning_rate": 0.0001, "loss": 0.3229, "step": 5 }, { "epoch": 0.05688467520924376, "grad_norm": 0.251953125, "learning_rate": 0.00012, "loss": 0.2408, "step": 6 }, { "epoch": 0.06636545441078438, "grad_norm": 0.203125, "learning_rate": 0.00014, "loss": 0.1709, "step": 7 }, { "epoch": 0.07584623361232501, "grad_norm": 0.150390625, "learning_rate": 0.00016, "loss": 0.1328, "step": 8 }, { "epoch": 0.08532701281386564, "grad_norm": 0.1201171875, "learning_rate": 0.00018, "loss": 0.0993, "step": 9 }, { "epoch": 0.09480779201540626, "grad_norm": 0.10888671875, "learning_rate": 0.0002, "loss": 0.0914, "step": 10 }, { "epoch": 0.10428857121694689, "grad_norm": 0.119140625, "learning_rate": 0.00019999469523400122, "loss": 0.0885, "step": 11 }, { "epoch": 0.10428857121694689, "eval_loss": 0.07809103280305862, "eval_runtime": 34.2892, "eval_samples_per_second": 20.735, "eval_steps_per_second": 20.735, "step": 11 }, { "epoch": 0.11376935041848751, "grad_norm": 0.09228515625, "learning_rate": 0.00019997878149881574, "loss": 0.0761, "step": 12 }, { "epoch": 0.12325012962002814, "grad_norm": 0.0703125, "learning_rate": 0.0001999522604828164, "loss": 0.0683, "step": 13 }, { "epoch": 0.13273090882156877, "grad_norm": 0.059326171875, "learning_rate": 0.00019991513499975882, "loss": 0.0696, "step": 14 }, { "epoch": 0.1422116880231094, "grad_norm": 0.044921875, "learning_rate": 0.00019986740898848306, "loss": 0.0615, "step": 15 }, { "epoch": 0.15169246722465002, "grad_norm": 0.054443359375, "learning_rate": 0.00019980908751249555, "loss": 0.0625, "step": 16 }, { "epoch": 0.16117324642619066, "grad_norm": 0.04736328125, "learning_rate": 0.00019974017675943192, "loss": 0.0598, "step": 17 }, { "epoch": 0.17065402562773127, "grad_norm": 0.039306640625, "learning_rate": 0.0001996606840404006, "loss": 0.0573, "step": 18 }, { "epoch": 0.1801348048292719, "grad_norm": 0.036376953125, "learning_rate": 0.00019957061778920701, "loss": 0.0482, "step": 19 }, { "epoch": 0.18961558403081252, "grad_norm": 0.039306640625, "learning_rate": 0.0001994699875614589, "loss": 0.0555, "step": 20 }, { "epoch": 0.19909636323235316, "grad_norm": 0.0380859375, "learning_rate": 0.00019935880403355253, "loss": 0.0495, "step": 21 }, { "epoch": 0.20857714243389378, "grad_norm": 0.038818359375, "learning_rate": 0.00019923707900153982, "loss": 0.0482, "step": 22 }, { "epoch": 0.20857714243389378, "eval_loss": 0.05171125754714012, "eval_runtime": 34.4113, "eval_samples_per_second": 20.662, "eval_steps_per_second": 20.662, "step": 22 }, { "epoch": 0.21805792163543442, "grad_norm": 0.038818359375, "learning_rate": 0.00019910482537987702, "loss": 0.0529, "step": 23 }, { "epoch": 0.22753870083697503, "grad_norm": 0.031494140625, "learning_rate": 0.0001989620572000544, "loss": 0.0495, "step": 24 }, { "epoch": 0.23701948003851567, "grad_norm": 0.0380859375, "learning_rate": 0.00019880878960910772, "loss": 0.059, "step": 25 }, { "epoch": 0.24650025924005628, "grad_norm": 0.032470703125, "learning_rate": 0.00019864503886801106, "loss": 0.0545, "step": 26 }, { "epoch": 0.2559810384415969, "grad_norm": 0.029296875, "learning_rate": 0.00019847082234995171, "loss": 0.0417, "step": 27 }, { "epoch": 0.26546181764313753, "grad_norm": 0.037109375, "learning_rate": 0.00019828615853848688, "loss": 0.0459, "step": 28 }, { "epoch": 0.27494259684467814, "grad_norm": 0.027099609375, "learning_rate": 0.00019809106702558277, "loss": 0.0412, "step": 29 }, { "epoch": 0.2844233760462188, "grad_norm": 0.032470703125, "learning_rate": 0.0001978855685095358, "loss": 0.0403, "step": 30 }, { "epoch": 0.2939041552477594, "grad_norm": 0.0289306640625, "learning_rate": 0.00019766968479277683, "loss": 0.0463, "step": 31 }, { "epoch": 0.30338493444930004, "grad_norm": 0.0301513671875, "learning_rate": 0.00019744343877955788, "loss": 0.041, "step": 32 }, { "epoch": 0.3128657136508407, "grad_norm": 0.033447265625, "learning_rate": 0.00019720685447352209, "loss": 0.045, "step": 33 }, { "epoch": 0.3128657136508407, "eval_loss": 0.04294149950146675, "eval_runtime": 34.2719, "eval_samples_per_second": 20.746, "eval_steps_per_second": 20.746, "step": 33 }, { "epoch": 0.3223464928523813, "grad_norm": 0.028076171875, "learning_rate": 0.0001969599569751571, "loss": 0.0369, "step": 34 }, { "epoch": 0.33182727205392193, "grad_norm": 0.029296875, "learning_rate": 0.00019670277247913205, "loss": 0.0465, "step": 35 }, { "epoch": 0.34130805125546254, "grad_norm": 0.032958984375, "learning_rate": 0.0001964353282715183, "loss": 0.0382, "step": 36 }, { "epoch": 0.3507888304570032, "grad_norm": 0.0299072265625, "learning_rate": 0.00019615765272689461, "loss": 0.0442, "step": 37 }, { "epoch": 0.3602696096585438, "grad_norm": 0.0322265625, "learning_rate": 0.00019586977530533677, "loss": 0.0481, "step": 38 }, { "epoch": 0.36975038886008443, "grad_norm": 0.028076171875, "learning_rate": 0.00019557172654929196, "loss": 0.0423, "step": 39 }, { "epoch": 0.37923116806162505, "grad_norm": 0.0299072265625, "learning_rate": 0.00019526353808033825, "loss": 0.0384, "step": 40 }, { "epoch": 0.3887119472631657, "grad_norm": 0.027587890625, "learning_rate": 0.00019494524259582992, "loss": 0.0404, "step": 41 }, { "epoch": 0.3981927264647063, "grad_norm": 0.0286865234375, "learning_rate": 0.00019461687386542826, "loss": 0.0394, "step": 42 }, { "epoch": 0.40767350566624694, "grad_norm": 0.032958984375, "learning_rate": 0.00019427846672751873, "loss": 0.0351, "step": 43 }, { "epoch": 0.41715428486778755, "grad_norm": 0.02783203125, "learning_rate": 0.00019393005708551498, "loss": 0.0425, "step": 44 }, { "epoch": 0.41715428486778755, "eval_loss": 0.03996235132217407, "eval_runtime": 34.3007, "eval_samples_per_second": 20.728, "eval_steps_per_second": 20.728, "step": 44 }, { "epoch": 0.4266350640693282, "grad_norm": 0.030517578125, "learning_rate": 0.00019357168190404936, "loss": 0.0365, "step": 45 }, { "epoch": 0.43611584327086883, "grad_norm": 0.032958984375, "learning_rate": 0.00019320337920505153, "loss": 0.0438, "step": 46 }, { "epoch": 0.44559662247240944, "grad_norm": 0.0306396484375, "learning_rate": 0.00019282518806371414, "loss": 0.044, "step": 47 }, { "epoch": 0.45507740167395005, "grad_norm": 0.037841796875, "learning_rate": 0.0001924371486043473, "loss": 0.0496, "step": 48 }, { "epoch": 0.4645581808754907, "grad_norm": 0.0284423828125, "learning_rate": 0.0001920393019961217, "loss": 0.0369, "step": 49 }, { "epoch": 0.47403896007703133, "grad_norm": 0.0341796875, "learning_rate": 0.0001916316904487005, "loss": 0.0399, "step": 50 }, { "epoch": 0.48351973927857195, "grad_norm": 0.0255126953125, "learning_rate": 0.00019121435720776122, "loss": 0.0363, "step": 51 }, { "epoch": 0.49300051848011256, "grad_norm": 0.0311279296875, "learning_rate": 0.0001907873465504076, "loss": 0.0384, "step": 52 }, { "epoch": 0.5024812976816532, "grad_norm": 0.03271484375, "learning_rate": 0.00019035070378047204, "loss": 0.0371, "step": 53 }, { "epoch": 0.5119620768831938, "grad_norm": 0.0263671875, "learning_rate": 0.00018990447522370884, "loss": 0.0351, "step": 54 }, { "epoch": 0.5214428560847345, "grad_norm": 0.033203125, "learning_rate": 0.00018944870822287956, "loss": 0.0411, "step": 55 }, { "epoch": 0.5214428560847345, "eval_loss": 0.03788134828209877, "eval_runtime": 34.6048, "eval_samples_per_second": 20.546, "eval_steps_per_second": 20.546, "step": 55 }, { "epoch": 0.5309236352862751, "grad_norm": 0.0272216796875, "learning_rate": 0.00018898345113272998, "loss": 0.0337, "step": 56 }, { "epoch": 0.5404044144878157, "grad_norm": 0.0245361328125, "learning_rate": 0.00018850875331485995, "loss": 0.0309, "step": 57 }, { "epoch": 0.5498851936893563, "grad_norm": 0.027587890625, "learning_rate": 0.00018802466513248632, "loss": 0.0329, "step": 58 }, { "epoch": 0.559365972890897, "grad_norm": 0.0267333984375, "learning_rate": 0.00018753123794509974, "loss": 0.0365, "step": 59 }, { "epoch": 0.5688467520924376, "grad_norm": 0.02734375, "learning_rate": 0.00018702852410301554, "loss": 0.0373, "step": 60 }, { "epoch": 0.5783275312939782, "grad_norm": 0.025390625, "learning_rate": 0.0001865165769418196, "loss": 0.0375, "step": 61 }, { "epoch": 0.5878083104955188, "grad_norm": 0.02978515625, "learning_rate": 0.00018599545077670985, "loss": 0.0376, "step": 62 }, { "epoch": 0.5972890896970595, "grad_norm": 0.0242919921875, "learning_rate": 0.0001854652008967335, "loss": 0.0337, "step": 63 }, { "epoch": 0.6067698688986001, "grad_norm": 0.02880859375, "learning_rate": 0.00018492588355892124, "loss": 0.0379, "step": 64 }, { "epoch": 0.6162506481001407, "grad_norm": 0.0322265625, "learning_rate": 0.00018437755598231856, "loss": 0.0392, "step": 65 }, { "epoch": 0.6257314273016814, "grad_norm": 0.0269775390625, "learning_rate": 0.00018382027634191524, "loss": 0.0348, "step": 66 }, { "epoch": 0.6257314273016814, "eval_loss": 0.03594927862286568, "eval_runtime": 34.2756, "eval_samples_per_second": 20.744, "eval_steps_per_second": 20.744, "step": 66 }, { "epoch": 0.635212206503222, "grad_norm": 0.03515625, "learning_rate": 0.00018325410376247294, "loss": 0.0379, "step": 67 }, { "epoch": 0.6446929857047626, "grad_norm": 0.0301513671875, "learning_rate": 0.0001826790983122527, "loss": 0.0317, "step": 68 }, { "epoch": 0.6541737649063032, "grad_norm": 0.0296630859375, "learning_rate": 0.00018209532099664174, "loss": 0.0366, "step": 69 }, { "epoch": 0.6636545441078439, "grad_norm": 0.0272216796875, "learning_rate": 0.00018150283375168114, "loss": 0.0345, "step": 70 }, { "epoch": 0.6731353233093845, "grad_norm": 0.03125, "learning_rate": 0.00018090169943749476, "loss": 0.0368, "step": 71 }, { "epoch": 0.6826161025109251, "grad_norm": 0.032470703125, "learning_rate": 0.00018029198183161998, "loss": 0.0455, "step": 72 }, { "epoch": 0.6920968817124658, "grad_norm": 0.029296875, "learning_rate": 0.00017967374562224132, "loss": 0.0362, "step": 73 }, { "epoch": 0.7015776609140064, "grad_norm": 0.0311279296875, "learning_rate": 0.00017904705640132718, "loss": 0.0388, "step": 74 }, { "epoch": 0.711058440115547, "grad_norm": 0.02685546875, "learning_rate": 0.00017841198065767107, "loss": 0.0288, "step": 75 }, { "epoch": 0.7205392193170876, "grad_norm": 0.0302734375, "learning_rate": 0.00017776858576983712, "loss": 0.0349, "step": 76 }, { "epoch": 0.7300199985186282, "grad_norm": 0.026611328125, "learning_rate": 0.0001771169399990119, "loss": 0.0288, "step": 77 }, { "epoch": 0.7300199985186282, "eval_loss": 0.03419337794184685, "eval_runtime": 34.3669, "eval_samples_per_second": 20.688, "eval_steps_per_second": 20.688, "step": 77 }, { "epoch": 0.7395007777201689, "grad_norm": 0.0240478515625, "learning_rate": 0.00017645711248176195, "loss": 0.0285, "step": 78 }, { "epoch": 0.7489815569217095, "grad_norm": 0.025390625, "learning_rate": 0.00017578917322269886, "loss": 0.0338, "step": 79 }, { "epoch": 0.7584623361232501, "grad_norm": 0.0281982421875, "learning_rate": 0.00017511319308705198, "loss": 0.0316, "step": 80 }, { "epoch": 0.7679431153247908, "grad_norm": 0.025146484375, "learning_rate": 0.0001744292437931502, "loss": 0.0306, "step": 81 }, { "epoch": 0.7774238945263314, "grad_norm": 0.027099609375, "learning_rate": 0.00017373739790481262, "loss": 0.0335, "step": 82 }, { "epoch": 0.786904673727872, "grad_norm": 0.0242919921875, "learning_rate": 0.00017303772882365016, "loss": 0.0271, "step": 83 }, { "epoch": 0.7963854529294127, "grad_norm": 0.028564453125, "learning_rate": 0.00017233031078127788, "loss": 0.0334, "step": 84 }, { "epoch": 0.8058662321309532, "grad_norm": 0.0299072265625, "learning_rate": 0.00017161521883143934, "loss": 0.0403, "step": 85 }, { "epoch": 0.8153470113324939, "grad_norm": 0.0294189453125, "learning_rate": 0.00017089252884204377, "loss": 0.0368, "step": 86 }, { "epoch": 0.8248277905340345, "grad_norm": 0.03369140625, "learning_rate": 0.0001701623174871168, "loss": 0.0335, "step": 87 }, { "epoch": 0.8343085697355751, "grad_norm": 0.0277099609375, "learning_rate": 0.0001694246622386658, "loss": 0.0339, "step": 88 }, { "epoch": 0.8343085697355751, "eval_loss": 0.033091045916080475, "eval_runtime": 34.4475, "eval_samples_per_second": 20.64, "eval_steps_per_second": 20.64, "step": 88 }, { "epoch": 0.8437893489371158, "grad_norm": 0.02392578125, "learning_rate": 0.00016867964135846043, "loss": 0.0241, "step": 89 }, { "epoch": 0.8532701281386564, "grad_norm": 0.0361328125, "learning_rate": 0.00016792733388972932, "loss": 0.0387, "step": 90 }, { "epoch": 0.862750907340197, "grad_norm": 0.0260009765625, "learning_rate": 0.0001671678196487741, "loss": 0.0346, "step": 91 }, { "epoch": 0.8722316865417377, "grad_norm": 0.0284423828125, "learning_rate": 0.00016640117921650117, "loss": 0.0378, "step": 92 }, { "epoch": 0.8817124657432783, "grad_norm": 0.0279541015625, "learning_rate": 0.00016562749392987254, "loss": 0.0294, "step": 93 }, { "epoch": 0.8911932449448189, "grad_norm": 0.0272216796875, "learning_rate": 0.0001648468458732762, "loss": 0.0308, "step": 94 }, { "epoch": 0.9006740241463596, "grad_norm": 0.0242919921875, "learning_rate": 0.00016405931786981755, "loss": 0.0326, "step": 95 }, { "epoch": 0.9101548033479001, "grad_norm": 0.0262451171875, "learning_rate": 0.00016326499347253207, "loss": 0.032, "step": 96 }, { "epoch": 0.9196355825494408, "grad_norm": 0.0264892578125, "learning_rate": 0.00016246395695552085, "loss": 0.0321, "step": 97 }, { "epoch": 0.9291163617509814, "grad_norm": 0.0244140625, "learning_rate": 0.00016165629330500952, "loss": 0.0301, "step": 98 }, { "epoch": 0.938597140952522, "grad_norm": 0.029052734375, "learning_rate": 0.0001608420882103315, "loss": 0.0297, "step": 99 }, { "epoch": 0.938597140952522, "eval_loss": 0.03182319179177284, "eval_runtime": 34.2304, "eval_samples_per_second": 20.771, "eval_steps_per_second": 20.771, "step": 99 }, { "epoch": 0.9480779201540627, "grad_norm": 0.0302734375, "learning_rate": 0.00016002142805483685, "loss": 0.0327, "step": 100 }, { "epoch": 0.9575586993556033, "grad_norm": 0.0260009765625, "learning_rate": 0.0001591943999067273, "loss": 0.0285, "step": 101 }, { "epoch": 0.9670394785571439, "grad_norm": 0.032470703125, "learning_rate": 0.00015836109150981886, "loss": 0.0308, "step": 102 }, { "epoch": 0.9765202577586846, "grad_norm": 0.0283203125, "learning_rate": 0.00015752159127423263, "loss": 0.0301, "step": 103 }, { "epoch": 0.9860010369602251, "grad_norm": 0.027587890625, "learning_rate": 0.0001566759882670146, "loss": 0.0287, "step": 104 }, { "epoch": 0.9954818161617658, "grad_norm": 0.025634765625, "learning_rate": 0.00015582437220268647, "loss": 0.031, "step": 105 }, { "epoch": 1.0049625953633063, "grad_norm": 0.02490234375, "learning_rate": 0.0001549668334337271, "loss": 0.0275, "step": 106 } ], "logging_steps": 1, "max_steps": 315, "num_input_tokens_seen": 0, "num_train_epochs": 3, "save_steps": 53, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 2.4413248091848704e+17, "train_batch_size": 1, "trial_name": null, "trial_params": null }