{ "best_metric": null, "best_model_checkpoint": null, "epoch": 2.9991537376586743, "eval_steps": 500, "global_step": 1329, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.022566995768688293, "grad_norm": 1.1533478871584986, "learning_rate": 5e-06, "loss": 0.744, "step": 10 }, { "epoch": 0.045133991537376586, "grad_norm": 0.964708516920586, "learning_rate": 5e-06, "loss": 0.6804, "step": 20 }, { "epoch": 0.06770098730606489, "grad_norm": 0.7414689176853874, "learning_rate": 5e-06, "loss": 0.6629, "step": 30 }, { "epoch": 0.09026798307475317, "grad_norm": 0.6402562297823468, "learning_rate": 5e-06, "loss": 0.6403, "step": 40 }, { "epoch": 0.11283497884344147, "grad_norm": 0.6438158764026781, "learning_rate": 5e-06, "loss": 0.6334, "step": 50 }, { "epoch": 0.13540197461212977, "grad_norm": 0.6086347979873902, "learning_rate": 5e-06, "loss": 0.6331, "step": 60 }, { "epoch": 0.15796897038081806, "grad_norm": 0.637737303544012, "learning_rate": 5e-06, "loss": 0.6285, "step": 70 }, { "epoch": 0.18053596614950634, "grad_norm": 0.6180779913246882, "learning_rate": 5e-06, "loss": 0.6309, "step": 80 }, { "epoch": 0.20310296191819463, "grad_norm": 0.7628906889304371, "learning_rate": 5e-06, "loss": 0.6285, "step": 90 }, { "epoch": 0.22566995768688294, "grad_norm": 0.6560412532230508, "learning_rate": 5e-06, "loss": 0.6273, "step": 100 }, { "epoch": 0.24823695345557123, "grad_norm": 0.5971484737001814, "learning_rate": 5e-06, "loss": 0.6183, "step": 110 }, { "epoch": 0.27080394922425954, "grad_norm": 0.62454415866273, "learning_rate": 5e-06, "loss": 0.6169, "step": 120 }, { "epoch": 0.2933709449929478, "grad_norm": 0.9358718838187522, "learning_rate": 5e-06, "loss": 0.6184, "step": 130 }, { "epoch": 0.3159379407616361, "grad_norm": 0.6707162435124239, "learning_rate": 5e-06, "loss": 0.6134, "step": 140 }, { "epoch": 0.3385049365303244, "grad_norm": 0.607779817667474, "learning_rate": 5e-06, "loss": 0.6135, "step": 150 }, { "epoch": 0.3610719322990127, "grad_norm": 0.5866694919013473, "learning_rate": 5e-06, "loss": 0.6163, "step": 160 }, { "epoch": 0.383638928067701, "grad_norm": 0.6395663339457631, "learning_rate": 5e-06, "loss": 0.6124, "step": 170 }, { "epoch": 0.40620592383638926, "grad_norm": 0.5802311797909204, "learning_rate": 5e-06, "loss": 0.6086, "step": 180 }, { "epoch": 0.4287729196050776, "grad_norm": 0.5655529914842923, "learning_rate": 5e-06, "loss": 0.6034, "step": 190 }, { "epoch": 0.4513399153737659, "grad_norm": 0.5978170679918469, "learning_rate": 5e-06, "loss": 0.6094, "step": 200 }, { "epoch": 0.47390691114245415, "grad_norm": 0.5598729087663762, "learning_rate": 5e-06, "loss": 0.606, "step": 210 }, { "epoch": 0.49647390691114246, "grad_norm": 0.6135515117029436, "learning_rate": 5e-06, "loss": 0.5985, "step": 220 }, { "epoch": 0.5190409026798307, "grad_norm": 0.5982246973373736, "learning_rate": 5e-06, "loss": 0.6074, "step": 230 }, { "epoch": 0.5416078984485191, "grad_norm": 0.634679350959857, "learning_rate": 5e-06, "loss": 0.6056, "step": 240 }, { "epoch": 0.5641748942172073, "grad_norm": 0.5848371303406198, "learning_rate": 5e-06, "loss": 0.5998, "step": 250 }, { "epoch": 0.5867418899858956, "grad_norm": 0.7237357300883238, "learning_rate": 5e-06, "loss": 0.6029, "step": 260 }, { "epoch": 0.609308885754584, "grad_norm": 0.5758396058045636, "learning_rate": 5e-06, "loss": 0.5982, "step": 270 }, { "epoch": 0.6318758815232722, "grad_norm": 0.551647922547292, "learning_rate": 5e-06, "loss": 0.6043, "step": 280 }, { "epoch": 0.6544428772919605, "grad_norm": 0.6070055411621582, "learning_rate": 5e-06, "loss": 0.5979, "step": 290 }, { "epoch": 0.6770098730606487, "grad_norm": 0.6071346856787038, "learning_rate": 5e-06, "loss": 0.6042, "step": 300 }, { "epoch": 0.6995768688293371, "grad_norm": 0.5694826541205662, "learning_rate": 5e-06, "loss": 0.5972, "step": 310 }, { "epoch": 0.7221438645980254, "grad_norm": 0.5219595834784061, "learning_rate": 5e-06, "loss": 0.6006, "step": 320 }, { "epoch": 0.7447108603667136, "grad_norm": 0.5425184695486164, "learning_rate": 5e-06, "loss": 0.5962, "step": 330 }, { "epoch": 0.767277856135402, "grad_norm": 0.5849183234601607, "learning_rate": 5e-06, "loss": 0.5956, "step": 340 }, { "epoch": 0.7898448519040903, "grad_norm": 0.6577639097966262, "learning_rate": 5e-06, "loss": 0.5968, "step": 350 }, { "epoch": 0.8124118476727785, "grad_norm": 0.6147316484890941, "learning_rate": 5e-06, "loss": 0.596, "step": 360 }, { "epoch": 0.8349788434414669, "grad_norm": 0.5747506292979353, "learning_rate": 5e-06, "loss": 0.6027, "step": 370 }, { "epoch": 0.8575458392101551, "grad_norm": 0.5687682085546433, "learning_rate": 5e-06, "loss": 0.5999, "step": 380 }, { "epoch": 0.8801128349788434, "grad_norm": 0.616324958523922, "learning_rate": 5e-06, "loss": 0.5941, "step": 390 }, { "epoch": 0.9026798307475318, "grad_norm": 0.5900329665323057, "learning_rate": 5e-06, "loss": 0.5962, "step": 400 }, { "epoch": 0.92524682651622, "grad_norm": 0.5841528129448796, "learning_rate": 5e-06, "loss": 0.5939, "step": 410 }, { "epoch": 0.9478138222849083, "grad_norm": 0.586906708055177, "learning_rate": 5e-06, "loss": 0.5944, "step": 420 }, { "epoch": 0.9703808180535967, "grad_norm": 0.5824744589920343, "learning_rate": 5e-06, "loss": 0.5887, "step": 430 }, { "epoch": 0.9929478138222849, "grad_norm": 0.7143042613195987, "learning_rate": 5e-06, "loss": 0.5935, "step": 440 }, { "epoch": 0.9997179125528914, "eval_loss": 0.5913009643554688, "eval_runtime": 361.3888, "eval_samples_per_second": 33.042, "eval_steps_per_second": 0.517, "step": 443 }, { "epoch": 1.0155148095909732, "grad_norm": 0.7349947461827919, "learning_rate": 5e-06, "loss": 0.6021, "step": 450 }, { "epoch": 1.0380818053596614, "grad_norm": 0.5967862073767953, "learning_rate": 5e-06, "loss": 0.528, "step": 460 }, { "epoch": 1.0606488011283497, "grad_norm": 0.5908248473188383, "learning_rate": 5e-06, "loss": 0.543, "step": 470 }, { "epoch": 1.0832157968970382, "grad_norm": 0.5783595460572618, "learning_rate": 5e-06, "loss": 0.5306, "step": 480 }, { "epoch": 1.1057827926657264, "grad_norm": 0.6027833555237775, "learning_rate": 5e-06, "loss": 0.541, "step": 490 }, { "epoch": 1.1283497884344147, "grad_norm": 0.5779961111728702, "learning_rate": 5e-06, "loss": 0.5393, "step": 500 }, { "epoch": 1.150916784203103, "grad_norm": 0.609691227257698, "learning_rate": 5e-06, "loss": 0.5409, "step": 510 }, { "epoch": 1.1734837799717912, "grad_norm": 0.6288262969758429, "learning_rate": 5e-06, "loss": 0.5336, "step": 520 }, { "epoch": 1.1960507757404795, "grad_norm": 0.6441493312512533, "learning_rate": 5e-06, "loss": 0.5393, "step": 530 }, { "epoch": 1.2186177715091677, "grad_norm": 0.5801582242360297, "learning_rate": 5e-06, "loss": 0.5371, "step": 540 }, { "epoch": 1.2411847672778562, "grad_norm": 0.6407989788015263, "learning_rate": 5e-06, "loss": 0.5422, "step": 550 }, { "epoch": 1.2637517630465445, "grad_norm": 0.6145932063398675, "learning_rate": 5e-06, "loss": 0.5438, "step": 560 }, { "epoch": 1.2863187588152327, "grad_norm": 0.5894609854660963, "learning_rate": 5e-06, "loss": 0.5415, "step": 570 }, { "epoch": 1.308885754583921, "grad_norm": 0.5712716247350705, "learning_rate": 5e-06, "loss": 0.5409, "step": 580 }, { "epoch": 1.3314527503526092, "grad_norm": 0.5545979807457848, "learning_rate": 5e-06, "loss": 0.5409, "step": 590 }, { "epoch": 1.3540197461212977, "grad_norm": 0.6116638284685687, "learning_rate": 5e-06, "loss": 0.5463, "step": 600 }, { "epoch": 1.376586741889986, "grad_norm": 0.603741984926436, "learning_rate": 5e-06, "loss": 0.539, "step": 610 }, { "epoch": 1.3991537376586742, "grad_norm": 0.5576981790641173, "learning_rate": 5e-06, "loss": 0.543, "step": 620 }, { "epoch": 1.4217207334273625, "grad_norm": 0.5585863324687254, "learning_rate": 5e-06, "loss": 0.5411, "step": 630 }, { "epoch": 1.4442877291960508, "grad_norm": 0.6685966084888875, "learning_rate": 5e-06, "loss": 0.5407, "step": 640 }, { "epoch": 1.466854724964739, "grad_norm": 0.563715043671093, "learning_rate": 5e-06, "loss": 0.5418, "step": 650 }, { "epoch": 1.4894217207334273, "grad_norm": 0.664496256459769, "learning_rate": 5e-06, "loss": 0.5456, "step": 660 }, { "epoch": 1.5119887165021155, "grad_norm": 0.5712447353649974, "learning_rate": 5e-06, "loss": 0.5405, "step": 670 }, { "epoch": 1.5345557122708038, "grad_norm": 0.5486833946787922, "learning_rate": 5e-06, "loss": 0.5345, "step": 680 }, { "epoch": 1.5571227080394923, "grad_norm": 0.6092638196410558, "learning_rate": 5e-06, "loss": 0.537, "step": 690 }, { "epoch": 1.5796897038081805, "grad_norm": 0.5716085259389777, "learning_rate": 5e-06, "loss": 0.5407, "step": 700 }, { "epoch": 1.6022566995768688, "grad_norm": 0.5372993001292306, "learning_rate": 5e-06, "loss": 0.5437, "step": 710 }, { "epoch": 1.6248236953455573, "grad_norm": 0.5950554022209111, "learning_rate": 5e-06, "loss": 0.5516, "step": 720 }, { "epoch": 1.6473906911142455, "grad_norm": 0.5644998290854271, "learning_rate": 5e-06, "loss": 0.5347, "step": 730 }, { "epoch": 1.6699576868829338, "grad_norm": 0.7194589295267496, "learning_rate": 5e-06, "loss": 0.5506, "step": 740 }, { "epoch": 1.692524682651622, "grad_norm": 0.654147586643372, "learning_rate": 5e-06, "loss": 0.5424, "step": 750 }, { "epoch": 1.7150916784203103, "grad_norm": 0.5858691889312596, "learning_rate": 5e-06, "loss": 0.5412, "step": 760 }, { "epoch": 1.7376586741889986, "grad_norm": 0.6698089700161991, "learning_rate": 5e-06, "loss": 0.5414, "step": 770 }, { "epoch": 1.7602256699576868, "grad_norm": 0.5539764143704193, "learning_rate": 5e-06, "loss": 0.5372, "step": 780 }, { "epoch": 1.782792665726375, "grad_norm": 0.5902260571431798, "learning_rate": 5e-06, "loss": 0.5411, "step": 790 }, { "epoch": 1.8053596614950633, "grad_norm": 0.6653827196776052, "learning_rate": 5e-06, "loss": 0.5364, "step": 800 }, { "epoch": 1.8279266572637518, "grad_norm": 0.5629278214932536, "learning_rate": 5e-06, "loss": 0.5471, "step": 810 }, { "epoch": 1.85049365303244, "grad_norm": 0.716393148987963, "learning_rate": 5e-06, "loss": 0.5343, "step": 820 }, { "epoch": 1.8730606488011283, "grad_norm": 0.5869857580731778, "learning_rate": 5e-06, "loss": 0.546, "step": 830 }, { "epoch": 1.8956276445698168, "grad_norm": 0.5932511634770244, "learning_rate": 5e-06, "loss": 0.5461, "step": 840 }, { "epoch": 1.918194640338505, "grad_norm": 0.5548454392387719, "learning_rate": 5e-06, "loss": 0.5342, "step": 850 }, { "epoch": 1.9407616361071933, "grad_norm": 0.6292606426061244, "learning_rate": 5e-06, "loss": 0.5391, "step": 860 }, { "epoch": 1.9633286318758816, "grad_norm": 0.6964512767642522, "learning_rate": 5e-06, "loss": 0.5457, "step": 870 }, { "epoch": 1.9858956276445698, "grad_norm": 0.597052250032102, "learning_rate": 5e-06, "loss": 0.5435, "step": 880 }, { "epoch": 1.9994358251057829, "eval_loss": 0.5871431231498718, "eval_runtime": 361.6953, "eval_samples_per_second": 33.014, "eval_steps_per_second": 0.517, "step": 886 }, { "epoch": 2.008462623413258, "grad_norm": 1.0307272915735466, "learning_rate": 5e-06, "loss": 0.5672, "step": 890 }, { "epoch": 2.0310296191819464, "grad_norm": 0.7570634539626596, "learning_rate": 5e-06, "loss": 0.4779, "step": 900 }, { "epoch": 2.0535966149506346, "grad_norm": 0.7952962689694523, "learning_rate": 5e-06, "loss": 0.4796, "step": 910 }, { "epoch": 2.076163610719323, "grad_norm": 0.6214258578581712, "learning_rate": 5e-06, "loss": 0.472, "step": 920 }, { "epoch": 2.098730606488011, "grad_norm": 0.6061682325391837, "learning_rate": 5e-06, "loss": 0.4792, "step": 930 }, { "epoch": 2.1212976022566994, "grad_norm": 0.5893935434044923, "learning_rate": 5e-06, "loss": 0.4838, "step": 940 }, { "epoch": 2.143864598025388, "grad_norm": 0.5983033582412839, "learning_rate": 5e-06, "loss": 0.4855, "step": 950 }, { "epoch": 2.1664315937940763, "grad_norm": 0.6061301651629116, "learning_rate": 5e-06, "loss": 0.482, "step": 960 }, { "epoch": 2.1889985895627646, "grad_norm": 0.7208585763313551, "learning_rate": 5e-06, "loss": 0.48, "step": 970 }, { "epoch": 2.211565585331453, "grad_norm": 0.6130737469375042, "learning_rate": 5e-06, "loss": 0.475, "step": 980 }, { "epoch": 2.234132581100141, "grad_norm": 0.5687127566641503, "learning_rate": 5e-06, "loss": 0.4748, "step": 990 }, { "epoch": 2.2566995768688294, "grad_norm": 0.7034322954282024, "learning_rate": 5e-06, "loss": 0.4839, "step": 1000 }, { "epoch": 2.2792665726375176, "grad_norm": 0.5935224377076785, "learning_rate": 5e-06, "loss": 0.4907, "step": 1010 }, { "epoch": 2.301833568406206, "grad_norm": 0.7990706799966594, "learning_rate": 5e-06, "loss": 0.485, "step": 1020 }, { "epoch": 2.324400564174894, "grad_norm": 0.6024785296050031, "learning_rate": 5e-06, "loss": 0.489, "step": 1030 }, { "epoch": 2.3469675599435824, "grad_norm": 0.6533399713336523, "learning_rate": 5e-06, "loss": 0.487, "step": 1040 }, { "epoch": 2.3695345557122707, "grad_norm": 0.6341103214680793, "learning_rate": 5e-06, "loss": 0.4849, "step": 1050 }, { "epoch": 2.392101551480959, "grad_norm": 0.6145632264645421, "learning_rate": 5e-06, "loss": 0.4844, "step": 1060 }, { "epoch": 2.414668547249647, "grad_norm": 0.7153893920420706, "learning_rate": 5e-06, "loss": 0.4848, "step": 1070 }, { "epoch": 2.4372355430183354, "grad_norm": 0.7079536947244722, "learning_rate": 5e-06, "loss": 0.4883, "step": 1080 }, { "epoch": 2.459802538787024, "grad_norm": 0.5750394845236195, "learning_rate": 5e-06, "loss": 0.4863, "step": 1090 }, { "epoch": 2.4823695345557124, "grad_norm": 0.5940313086667759, "learning_rate": 5e-06, "loss": 0.4896, "step": 1100 }, { "epoch": 2.5049365303244007, "grad_norm": 0.5915949703706999, "learning_rate": 5e-06, "loss": 0.4922, "step": 1110 }, { "epoch": 2.527503526093089, "grad_norm": 0.6599431703449483, "learning_rate": 5e-06, "loss": 0.4838, "step": 1120 }, { "epoch": 2.550070521861777, "grad_norm": 0.5987887803366096, "learning_rate": 5e-06, "loss": 0.4883, "step": 1130 }, { "epoch": 2.5726375176304654, "grad_norm": 0.79487550387113, "learning_rate": 5e-06, "loss": 0.4871, "step": 1140 }, { "epoch": 2.5952045133991537, "grad_norm": 0.712422302635071, "learning_rate": 5e-06, "loss": 0.4877, "step": 1150 }, { "epoch": 2.617771509167842, "grad_norm": 0.6372686005869476, "learning_rate": 5e-06, "loss": 0.4915, "step": 1160 }, { "epoch": 2.64033850493653, "grad_norm": 0.6258750499046419, "learning_rate": 5e-06, "loss": 0.4809, "step": 1170 }, { "epoch": 2.6629055007052185, "grad_norm": 0.6254081356701218, "learning_rate": 5e-06, "loss": 0.4913, "step": 1180 }, { "epoch": 2.685472496473907, "grad_norm": 0.5772656389234755, "learning_rate": 5e-06, "loss": 0.4919, "step": 1190 }, { "epoch": 2.7080394922425954, "grad_norm": 0.5958356234239867, "learning_rate": 5e-06, "loss": 0.4901, "step": 1200 }, { "epoch": 2.7306064880112837, "grad_norm": 0.5845924683927192, "learning_rate": 5e-06, "loss": 0.4913, "step": 1210 }, { "epoch": 2.753173483779972, "grad_norm": 0.5627157674386412, "learning_rate": 5e-06, "loss": 0.4884, "step": 1220 }, { "epoch": 2.77574047954866, "grad_norm": 0.5821830745956523, "learning_rate": 5e-06, "loss": 0.4945, "step": 1230 }, { "epoch": 2.7983074753173485, "grad_norm": 0.6229685304395023, "learning_rate": 5e-06, "loss": 0.4934, "step": 1240 }, { "epoch": 2.8208744710860367, "grad_norm": 0.5845914499963646, "learning_rate": 5e-06, "loss": 0.4933, "step": 1250 }, { "epoch": 2.843441466854725, "grad_norm": 0.5574457219985247, "learning_rate": 5e-06, "loss": 0.495, "step": 1260 }, { "epoch": 2.8660084626234132, "grad_norm": 0.5996150224624698, "learning_rate": 5e-06, "loss": 0.4919, "step": 1270 }, { "epoch": 2.8885754583921015, "grad_norm": 0.5752771355797817, "learning_rate": 5e-06, "loss": 0.4901, "step": 1280 }, { "epoch": 2.9111424541607898, "grad_norm": 0.6240736677369982, "learning_rate": 5e-06, "loss": 0.4938, "step": 1290 }, { "epoch": 2.933709449929478, "grad_norm": 0.614687551114313, "learning_rate": 5e-06, "loss": 0.4889, "step": 1300 }, { "epoch": 2.9562764456981663, "grad_norm": 0.6546354143056629, "learning_rate": 5e-06, "loss": 0.493, "step": 1310 }, { "epoch": 2.9788434414668545, "grad_norm": 0.5981369023208123, "learning_rate": 5e-06, "loss": 0.4899, "step": 1320 }, { "epoch": 2.9991537376586743, "eval_loss": 0.6006776094436646, "eval_runtime": 360.2693, "eval_samples_per_second": 33.145, "eval_steps_per_second": 0.519, "step": 1329 }, { "epoch": 2.9991537376586743, "step": 1329, "total_flos": 5063956896940032.0, "train_loss": 0.5478912142544783, "train_runtime": 62248.4199, "train_samples_per_second": 10.934, "train_steps_per_second": 0.021 } ], "logging_steps": 10, "max_steps": 1329, "num_input_tokens_seen": 0, "num_train_epochs": 3, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 5063956896940032.0, "train_batch_size": 4, "trial_name": null, "trial_params": null }