{ "best_global_step": null, "best_metric": null, "best_model_checkpoint": null, "epoch": 1.83398392652124, "eval_steps": 50, "global_step": 500, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "entropy": 1.112724234908819, "epoch": 0.018369690011481057, "grad_norm": 1.4453125, "learning_rate": 4.000000000000001e-06, "loss": 0.6026195526123047, "mean_token_accuracy": 0.8328000560402871, "num_tokens": 51776.0, "step": 5 }, { "entropy": 1.0621884115040303, "epoch": 0.03673938002296211, "grad_norm": 0.83984375, "learning_rate": 9e-06, "loss": 0.46164793968200685, "mean_token_accuracy": 0.8591593734920024, "num_tokens": 104874.0, "step": 10 }, { "entropy": 1.1294862307608127, "epoch": 0.05510907003444317, "grad_norm": 1.078125, "learning_rate": 1.4000000000000001e-05, "loss": 0.513739538192749, "mean_token_accuracy": 0.842011620849371, "num_tokens": 156280.0, "step": 15 }, { "entropy": 1.119742776453495, "epoch": 0.07347876004592423, "grad_norm": 0.48046875, "learning_rate": 1.9e-05, "loss": 0.3990218162536621, "mean_token_accuracy": 0.8733994543552399, "num_tokens": 207456.0, "step": 20 }, { "entropy": 1.1446169175207614, "epoch": 0.09184845005740529, "grad_norm": 0.6640625, "learning_rate": 2.4e-05, "loss": 0.36916563510894773, "mean_token_accuracy": 0.8824506208300591, "num_tokens": 255260.0, "step": 25 }, { "entropy": 1.1338598035275935, "epoch": 0.11021814006888633, "grad_norm": 0.640625, "learning_rate": 2.9e-05, "loss": 0.3296294927597046, "mean_token_accuracy": 0.8984391801059246, "num_tokens": 307920.0, "step": 30 }, { "entropy": 1.0991555109620095, "epoch": 0.1285878300803674, "grad_norm": 0.48828125, "learning_rate": 3.4000000000000007e-05, "loss": 0.3003449201583862, "mean_token_accuracy": 0.8993794552981853, "num_tokens": 360187.0, "step": 35 }, { "entropy": 1.0383110415190457, "epoch": 0.14695752009184845, "grad_norm": 0.38671875, "learning_rate": 3.9000000000000006e-05, "loss": 0.24448208808898925, "mean_token_accuracy": 0.9111124865710736, "num_tokens": 413522.0, "step": 40 }, { "entropy": 1.0760389782488347, "epoch": 0.1653272101033295, "grad_norm": 0.57421875, "learning_rate": 4.4000000000000006e-05, "loss": 0.3537877321243286, "mean_token_accuracy": 0.8975837916135788, "num_tokens": 461168.0, "step": 45 }, { "entropy": 1.031023583188653, "epoch": 0.18369690011481057, "grad_norm": 0.5078125, "learning_rate": 4.9e-05, "loss": 0.251396632194519, "mean_token_accuracy": 0.9120446160435677, "num_tokens": 514162.0, "step": 50 }, { "epoch": 0.18369690011481057, "eval_entropy": 0.962059138391329, "eval_loss": 0.2778071165084839, "eval_mean_token_accuracy": 0.9210807476354682, "eval_num_tokens": 514162.0, "eval_runtime": 235.2955, "eval_samples_per_second": 0.977, "eval_steps_per_second": 0.977, "step": 50 }, { "entropy": 0.9742233645170927, "epoch": 0.2020665901262916, "grad_norm": 0.51171875, "learning_rate": 5.4000000000000005e-05, "loss": 0.23308825492858887, "mean_token_accuracy": 0.9161512136459351, "num_tokens": 567768.0, "step": 55 }, { "entropy": 1.006071785837412, "epoch": 0.22043628013777267, "grad_norm": 0.51171875, "learning_rate": 5.9e-05, "loss": 0.21275506019592286, "mean_token_accuracy": 0.9260130412876606, "num_tokens": 622058.0, "step": 60 }, { "entropy": 1.0143970489501952, "epoch": 0.23880597014925373, "grad_norm": 0.365234375, "learning_rate": 6.400000000000001e-05, "loss": 0.2733752965927124, "mean_token_accuracy": 0.917312602698803, "num_tokens": 671671.0, "step": 65 }, { "entropy": 0.942653215304017, "epoch": 0.2571756601607348, "grad_norm": 0.490234375, "learning_rate": 6.9e-05, "loss": 0.1964206337928772, "mean_token_accuracy": 0.9264056660234928, "num_tokens": 720265.0, "step": 70 }, { "entropy": 0.9703110054135322, "epoch": 0.2755453501722158, "grad_norm": 0.447265625, "learning_rate": 7.4e-05, "loss": 0.22070631980895997, "mean_token_accuracy": 0.9224855802953243, "num_tokens": 774485.0, "step": 75 }, { "entropy": 1.068749053031206, "epoch": 0.2939150401836969, "grad_norm": 0.6015625, "learning_rate": 7.900000000000001e-05, "loss": 0.22988514900207518, "mean_token_accuracy": 0.9242509074509144, "num_tokens": 823901.0, "step": 80 }, { "entropy": 1.0351632162928581, "epoch": 0.31228473019517794, "grad_norm": 0.294921875, "learning_rate": 8.4e-05, "loss": 0.20756268501281738, "mean_token_accuracy": 0.9241402253508568, "num_tokens": 878046.0, "step": 85 }, { "entropy": 1.0976531580090523, "epoch": 0.330654420206659, "grad_norm": 0.326171875, "learning_rate": 8.900000000000001e-05, "loss": 0.2149263858795166, "mean_token_accuracy": 0.9239596940577031, "num_tokens": 929136.0, "step": 90 }, { "entropy": 0.9986054591834546, "epoch": 0.34902411021814006, "grad_norm": 0.5703125, "learning_rate": 9.4e-05, "loss": 0.20242960453033448, "mean_token_accuracy": 0.9288195371627808, "num_tokens": 981017.0, "step": 95 }, { "entropy": 1.048951267451048, "epoch": 0.36739380022962115, "grad_norm": 0.423828125, "learning_rate": 9.900000000000001e-05, "loss": 0.23832230567932128, "mean_token_accuracy": 0.918797142058611, "num_tokens": 1031240.0, "step": 100 }, { "epoch": 0.36739380022962115, "eval_entropy": 1.050680076168931, "eval_loss": 0.24488472938537598, "eval_mean_token_accuracy": 0.92657623031865, "eval_num_tokens": 1031240.0, "eval_runtime": 235.5698, "eval_samples_per_second": 0.976, "eval_steps_per_second": 0.976, "step": 100 }, { "entropy": 1.11647514924407, "epoch": 0.3857634902411022, "grad_norm": 0.326171875, "learning_rate": 9.999236356075722e-05, "loss": 0.2082956314086914, "mean_token_accuracy": 0.9249477311968803, "num_tokens": 1080925.0, "step": 105 }, { "entropy": 1.1468311317265034, "epoch": 0.4041331802525832, "grad_norm": 0.40625, "learning_rate": 9.996134452407077e-05, "loss": 0.18167414665222167, "mean_token_accuracy": 0.9367795646190643, "num_tokens": 1135955.0, "step": 110 }, { "entropy": 1.1528719030320644, "epoch": 0.4225028702640643, "grad_norm": 0.36328125, "learning_rate": 9.990648040557267e-05, "loss": 0.20406742095947267, "mean_token_accuracy": 0.9238176062703133, "num_tokens": 1189197.0, "step": 115 }, { "entropy": 1.11902012526989, "epoch": 0.44087256027554533, "grad_norm": 0.419921875, "learning_rate": 9.982779739029468e-05, "loss": 0.21374931335449218, "mean_token_accuracy": 0.9228075712919235, "num_tokens": 1237467.0, "step": 120 }, { "entropy": 1.0910739868879318, "epoch": 0.4592422502870264, "grad_norm": 0.33984375, "learning_rate": 9.972533303132822e-05, "loss": 0.20214686393737794, "mean_token_accuracy": 0.9237420402467251, "num_tokens": 1288789.0, "step": 125 }, { "entropy": 1.0787541776895524, "epoch": 0.47761194029850745, "grad_norm": 0.400390625, "learning_rate": 9.959913623190127e-05, "loss": 0.17503974437713624, "mean_token_accuracy": 0.9302031256258487, "num_tokens": 1340899.0, "step": 130 }, { "entropy": 1.1493681058287621, "epoch": 0.49598163030998854, "grad_norm": 0.4765625, "learning_rate": 9.944926722203834e-05, "loss": 0.19960200786590576, "mean_token_accuracy": 0.93163458481431, "num_tokens": 1391976.0, "step": 135 }, { "entropy": 1.1304576590657234, "epoch": 0.5143513203214696, "grad_norm": 0.357421875, "learning_rate": 9.927579752981453e-05, "loss": 0.18575313091278076, "mean_token_accuracy": 0.9333173990249634, "num_tokens": 1445748.0, "step": 140 }, { "entropy": 1.2128599300980567, "epoch": 0.5327210103329506, "grad_norm": 0.33984375, "learning_rate": 9.907880994721714e-05, "loss": 0.23733038902282716, "mean_token_accuracy": 0.9256897248327732, "num_tokens": 1494377.0, "step": 145 }, { "entropy": 1.271282359212637, "epoch": 0.5510907003444316, "grad_norm": 0.35546875, "learning_rate": 9.885839849063163e-05, "loss": 0.21090853214263916, "mean_token_accuracy": 0.9234609276056289, "num_tokens": 1547736.0, "step": 150 }, { "epoch": 0.5510907003444316, "eval_entropy": 1.2982040446737537, "eval_loss": 0.23037733137607574, "eval_mean_token_accuracy": 0.9290674313254979, "eval_num_tokens": 1547736.0, "eval_runtime": 235.0469, "eval_samples_per_second": 0.979, "eval_steps_per_second": 0.979, "step": 150 }, { "entropy": 1.3101727493107318, "epoch": 0.5694603903559128, "grad_norm": 0.306640625, "learning_rate": 9.861466835597022e-05, "loss": 0.20799176692962645, "mean_token_accuracy": 0.9304812930524349, "num_tokens": 1598649.0, "step": 155 }, { "entropy": 1.247225718945265, "epoch": 0.5878300803673938, "grad_norm": 0.41796875, "learning_rate": 9.834773586846508e-05, "loss": 0.17320654392242432, "mean_token_accuracy": 0.9360279515385628, "num_tokens": 1648996.0, "step": 160 }, { "entropy": 1.1912323724478484, "epoch": 0.6061997703788748, "grad_norm": 0.296875, "learning_rate": 9.805772842714968e-05, "loss": 0.17429428100585936, "mean_token_accuracy": 0.9320318982005119, "num_tokens": 1699074.0, "step": 165 }, { "entropy": 1.1658439684659243, "epoch": 0.6245694603903559, "grad_norm": 0.416015625, "learning_rate": 9.774478444405495e-05, "loss": 0.19361705780029298, "mean_token_accuracy": 0.9293734088540078, "num_tokens": 1750705.0, "step": 170 }, { "entropy": 1.2298888713121414, "epoch": 0.642939150401837, "grad_norm": 0.34375, "learning_rate": 9.740905327814931e-05, "loss": 0.20352272987365722, "mean_token_accuracy": 0.9281675852835178, "num_tokens": 1801765.0, "step": 175 }, { "entropy": 1.2987987767904996, "epoch": 0.661308840413318, "grad_norm": 0.361328125, "learning_rate": 9.705069516405405e-05, "loss": 0.21955931186676025, "mean_token_accuracy": 0.9234688125550747, "num_tokens": 1852641.0, "step": 180 }, { "entropy": 1.2799828708171845, "epoch": 0.6796785304247991, "grad_norm": 0.302734375, "learning_rate": 9.666988113556798e-05, "loss": 0.19475481510162354, "mean_token_accuracy": 0.9299531005322933, "num_tokens": 1904888.0, "step": 185 }, { "entropy": 1.2942580103874206, "epoch": 0.6980482204362801, "grad_norm": 0.29296875, "learning_rate": 9.626679294403808e-05, "loss": 0.2028306245803833, "mean_token_accuracy": 0.9338345572352409, "num_tokens": 1955884.0, "step": 190 }, { "entropy": 1.2923168614506721, "epoch": 0.7164179104477612, "grad_norm": 0.30859375, "learning_rate": 9.584162297161495e-05, "loss": 0.2044360876083374, "mean_token_accuracy": 0.9323657967150212, "num_tokens": 2006652.0, "step": 195 }, { "entropy": 1.2760241843760014, "epoch": 0.7347876004592423, "grad_norm": 0.2490234375, "learning_rate": 9.539457413943431e-05, "loss": 0.17776079177856446, "mean_token_accuracy": 0.9367670975625515, "num_tokens": 2058448.0, "step": 200 }, { "epoch": 0.7347876004592423, "eval_entropy": 1.256573446030202, "eval_loss": 0.22272691130638123, "eval_mean_token_accuracy": 0.9324424870636152, "eval_num_tokens": 2058448.0, "eval_runtime": 235.7133, "eval_samples_per_second": 0.976, "eval_steps_per_second": 0.976, "step": 200 }, { "entropy": 1.275668701529503, "epoch": 0.7531572904707233, "grad_norm": 0.279296875, "learning_rate": 9.492585981076892e-05, "loss": 0.19257676601409912, "mean_token_accuracy": 0.9327104166150093, "num_tokens": 2110182.0, "step": 205 }, { "entropy": 1.3027702417224645, "epoch": 0.7715269804822044, "grad_norm": 0.294921875, "learning_rate": 9.44357036891964e-05, "loss": 0.16913862228393556, "mean_token_accuracy": 0.9372122779488563, "num_tokens": 2162768.0, "step": 210 }, { "entropy": 1.282259364426136, "epoch": 0.7898966704936854, "grad_norm": 0.345703125, "learning_rate": 9.392433971183215e-05, "loss": 0.1728440999984741, "mean_token_accuracy": 0.9397348918020725, "num_tokens": 2212251.0, "step": 215 }, { "entropy": 1.2394653480499982, "epoch": 0.8082663605051664, "grad_norm": 0.19921875, "learning_rate": 9.339201193767804e-05, "loss": 0.17258710861206056, "mean_token_accuracy": 0.9361227460205555, "num_tokens": 2264915.0, "step": 220 }, { "entropy": 1.2013982728123664, "epoch": 0.8266360505166476, "grad_norm": 0.2734375, "learning_rate": 9.283897443114016e-05, "loss": 0.16289238929748534, "mean_token_accuracy": 0.9394523158669472, "num_tokens": 2319219.0, "step": 225 }, { "entropy": 1.2622935853898525, "epoch": 0.8450057405281286, "grad_norm": 0.365234375, "learning_rate": 9.226549114077143e-05, "loss": 0.21228764057159424, "mean_token_accuracy": 0.9301649205386638, "num_tokens": 2370888.0, "step": 230 }, { "entropy": 1.2306364908814431, "epoch": 0.8633754305396096, "grad_norm": 0.2578125, "learning_rate": 9.167183577329666e-05, "loss": 0.16442283391952514, "mean_token_accuracy": 0.936205918341875, "num_tokens": 2425361.0, "step": 235 }, { "entropy": 1.2999191500246525, "epoch": 0.8817451205510907, "grad_norm": 0.2578125, "learning_rate": 9.105829166298037e-05, "loss": 0.18101825714111328, "mean_token_accuracy": 0.9311671845614911, "num_tokens": 2476449.0, "step": 240 }, { "entropy": 1.299282594397664, "epoch": 0.9001148105625718, "grad_norm": 0.203125, "learning_rate": 9.042515163639966e-05, "loss": 0.16907334327697754, "mean_token_accuracy": 0.9381237253546715, "num_tokens": 2533097.0, "step": 245 }, { "entropy": 1.2447652645409106, "epoch": 0.9184845005740528, "grad_norm": 0.2333984375, "learning_rate": 8.977271787268677e-05, "loss": 0.1682221531867981, "mean_token_accuracy": 0.939639289677143, "num_tokens": 2588343.0, "step": 250 }, { "epoch": 0.9184845005740528, "eval_entropy": 1.267150087201077, "eval_loss": 0.21378357708454132, "eval_mean_token_accuracy": 0.9356894262458967, "eval_num_tokens": 2588343.0, "eval_runtime": 235.4683, "eval_samples_per_second": 0.977, "eval_steps_per_second": 0.977, "step": 250 }, { "entropy": 1.2884869419038296, "epoch": 0.9368541905855339, "grad_norm": 0.337890625, "learning_rate": 8.910130175930773e-05, "loss": 0.17831521034240722, "mean_token_accuracy": 0.935041431337595, "num_tokens": 2639320.0, "step": 255 }, { "entropy": 1.2763290710747242, "epoch": 0.9552238805970149, "grad_norm": 0.306640625, "learning_rate": 8.841122374344641e-05, "loss": 0.1962747097015381, "mean_token_accuracy": 0.932129617780447, "num_tokens": 2690965.0, "step": 260 }, { "entropy": 1.2064955301582814, "epoch": 0.9735935706084959, "grad_norm": 0.232421875, "learning_rate": 8.770281317906435e-05, "loss": 0.17078809738159179, "mean_token_accuracy": 0.9380322515964508, "num_tokens": 2746178.0, "step": 265 }, { "entropy": 1.26394734531641, "epoch": 0.9919632606199771, "grad_norm": 0.25, "learning_rate": 8.697640816970992e-05, "loss": 0.18415504693984985, "mean_token_accuracy": 0.9337026454508305, "num_tokens": 2794347.0, "step": 270 }, { "entropy": 1.2361332547308794, "epoch": 1.0073478760045924, "grad_norm": 0.330078125, "learning_rate": 8.623235540715135e-05, "loss": 0.1533940076828003, "mean_token_accuracy": 0.94200008129006, "num_tokens": 2839475.0, "step": 275 }, { "entropy": 1.2564052909612655, "epoch": 1.0257175660160736, "grad_norm": 0.28515625, "learning_rate": 8.547101000591096e-05, "loss": 0.1843060851097107, "mean_token_accuracy": 0.9352358430624008, "num_tokens": 2890291.0, "step": 280 }, { "entropy": 1.14183191023767, "epoch": 1.0440872560275545, "grad_norm": 0.2392578125, "learning_rate": 8.469273533377944e-05, "loss": 0.14344700574874877, "mean_token_accuracy": 0.9390346795320511, "num_tokens": 2945309.0, "step": 285 }, { "entropy": 1.229520983248949, "epoch": 1.0624569460390356, "grad_norm": 0.294921875, "learning_rate": 8.38979028383911e-05, "loss": 0.1814602017402649, "mean_token_accuracy": 0.9284747093915939, "num_tokens": 2996937.0, "step": 290 }, { "entropy": 1.1049077600240707, "epoch": 1.0808266360505168, "grad_norm": 0.1962890625, "learning_rate": 8.308689186994272e-05, "loss": 0.1314596176147461, "mean_token_accuracy": 0.9438463270664215, "num_tokens": 3052523.0, "step": 295 }, { "entropy": 1.1849625088274478, "epoch": 1.0991963260619977, "grad_norm": 0.25, "learning_rate": 8.2260089500141e-05, "loss": 0.1606202483177185, "mean_token_accuracy": 0.9425138957798481, "num_tokens": 3107108.0, "step": 300 }, { "epoch": 1.0991963260619977, "eval_entropy": 1.2064458042383195, "eval_loss": 0.21299803256988525, "eval_mean_token_accuracy": 0.9329434130502784, "eval_num_tokens": 3107108.0, "eval_runtime": 235.2994, "eval_samples_per_second": 0.977, "eval_steps_per_second": 0.977, "step": 300 }, { "entropy": 1.226095075905323, "epoch": 1.1175660160734788, "grad_norm": 0.2109375, "learning_rate": 8.14178903374645e-05, "loss": 0.1701970100402832, "mean_token_accuracy": 0.9386482208967208, "num_tokens": 3162372.0, "step": 305 }, { "entropy": 1.2645030312240124, "epoch": 1.1359357060849598, "grad_norm": 0.283203125, "learning_rate": 8.056069633882868e-05, "loss": 0.18268531560897827, "mean_token_accuracy": 0.9372545197606087, "num_tokens": 3211574.0, "step": 310 }, { "entropy": 1.2390486162155867, "epoch": 1.154305396096441, "grad_norm": 0.326171875, "learning_rate": 7.968891661774357e-05, "loss": 0.15707379579544067, "mean_token_accuracy": 0.9365985207259655, "num_tokens": 3264778.0, "step": 315 }, { "entropy": 1.2300870068371297, "epoch": 1.172675086107922, "grad_norm": 0.310546875, "learning_rate": 7.880296724905605e-05, "loss": 0.14626569747924806, "mean_token_accuracy": 0.9456780076026916, "num_tokens": 3315172.0, "step": 320 }, { "entropy": 1.2197400435805321, "epoch": 1.191044776119403, "grad_norm": 0.25390625, "learning_rate": 7.790327107036943e-05, "loss": 0.16742393970489503, "mean_token_accuracy": 0.9381367027759552, "num_tokens": 3365850.0, "step": 325 }, { "entropy": 1.2276966467499733, "epoch": 1.209414466130884, "grad_norm": 0.283203125, "learning_rate": 7.699025748023553e-05, "loss": 0.1622040867805481, "mean_token_accuracy": 0.9411144189536571, "num_tokens": 3417982.0, "step": 330 }, { "entropy": 1.2253488399088384, "epoch": 1.227784156142365, "grad_norm": 0.302734375, "learning_rate": 7.60643622332154e-05, "loss": 0.16812814474105836, "mean_token_accuracy": 0.9322121366858482, "num_tokens": 3468705.0, "step": 335 }, { "entropy": 1.2625637173652648, "epoch": 1.2461538461538462, "grad_norm": 0.287109375, "learning_rate": 7.512602723190643e-05, "loss": 0.17029796838760375, "mean_token_accuracy": 0.9385799586772918, "num_tokens": 3520293.0, "step": 340 }, { "entropy": 1.2795540489256383, "epoch": 1.2645235361653273, "grad_norm": 0.173828125, "learning_rate": 7.417570031603525e-05, "loss": 0.1681541085243225, "mean_token_accuracy": 0.9350247129797935, "num_tokens": 3571467.0, "step": 345 }, { "entropy": 1.3206652700901031, "epoch": 1.2828932261768082, "grad_norm": 0.32421875, "learning_rate": 7.321383504871692e-05, "loss": 0.15741283893585206, "mean_token_accuracy": 0.9466758988797664, "num_tokens": 3621229.0, "step": 350 }, { "epoch": 1.2828932261768082, "eval_entropy": 1.2608893347823102, "eval_loss": 0.21446794271469116, "eval_mean_token_accuracy": 0.9339708304923514, "eval_num_tokens": 3621229.0, "eval_runtime": 235.2074, "eval_samples_per_second": 0.978, "eval_steps_per_second": 0.978, "step": 350 }, { "entropy": 1.3131505466997624, "epoch": 1.3012629161882894, "grad_norm": 0.34765625, "learning_rate": 7.22408904999827e-05, "loss": 0.17548441886901855, "mean_token_accuracy": 0.9359305046498776, "num_tokens": 3668811.0, "step": 355 }, { "entropy": 1.2512770250439644, "epoch": 1.3196326061997703, "grad_norm": 0.423828125, "learning_rate": 7.125733102767929e-05, "loss": 0.18522970676422118, "mean_token_accuracy": 0.9294097900390625, "num_tokens": 3719762.0, "step": 360 }, { "entropy": 1.224590115621686, "epoch": 1.3380022962112514, "grad_norm": 0.2734375, "learning_rate": 7.02636260558446e-05, "loss": 0.14064464569091797, "mean_token_accuracy": 0.9407533340156078, "num_tokens": 3773677.0, "step": 365 }, { "entropy": 1.2963713470846414, "epoch": 1.3563719862227326, "grad_norm": 0.2578125, "learning_rate": 6.926024985066529e-05, "loss": 0.173943030834198, "mean_token_accuracy": 0.9347950771450997, "num_tokens": 3823285.0, "step": 370 }, { "entropy": 1.2688597746193409, "epoch": 1.3747416762342135, "grad_norm": 0.216796875, "learning_rate": 6.824768129412361e-05, "loss": 0.1274775266647339, "mean_token_accuracy": 0.9493763312697411, "num_tokens": 3876999.0, "step": 375 }, { "entropy": 1.3514295771718026, "epoch": 1.3931113662456946, "grad_norm": 0.251953125, "learning_rate": 6.722640365544099e-05, "loss": 0.16237456798553468, "mean_token_accuracy": 0.9394098974764347, "num_tokens": 3927167.0, "step": 380 }, { "entropy": 1.301701857894659, "epoch": 1.4114810562571756, "grad_norm": 0.322265625, "learning_rate": 6.619690436042792e-05, "loss": 0.1615502953529358, "mean_token_accuracy": 0.9405923426151276, "num_tokens": 3979023.0, "step": 385 }, { "entropy": 1.252206278592348, "epoch": 1.4298507462686567, "grad_norm": 0.421875, "learning_rate": 6.515967475884987e-05, "loss": 0.18379870653152466, "mean_token_accuracy": 0.9334723077714443, "num_tokens": 4025708.0, "step": 390 }, { "entropy": 1.2386855103075505, "epoch": 1.4482204362801379, "grad_norm": 0.43359375, "learning_rate": 6.41152098899205e-05, "loss": 0.17962586879730225, "mean_token_accuracy": 0.9347062438726426, "num_tokens": 4076707.0, "step": 395 }, { "entropy": 1.1456173967570067, "epoch": 1.4665901262916188, "grad_norm": 0.267578125, "learning_rate": 6.3064008246034e-05, "loss": 0.13056639432907105, "mean_token_accuracy": 0.9435105569660663, "num_tokens": 4133447.0, "step": 400 }, { "epoch": 1.4665901262916188, "eval_entropy": 1.1722814697286357, "eval_loss": 0.2111370861530304, "eval_mean_token_accuracy": 0.9337613523006439, "eval_num_tokens": 4133447.0, "eval_runtime": 235.3086, "eval_samples_per_second": 0.977, "eval_steps_per_second": 0.977, "step": 400 }, { "entropy": 1.1656159494072198, "epoch": 1.4849598163031, "grad_norm": 0.2099609375, "learning_rate": 6.200657153484934e-05, "loss": 0.11656948328018188, "mean_token_accuracy": 0.9497443072497844, "num_tokens": 4187492.0, "step": 405 }, { "entropy": 1.206179552152753, "epoch": 1.5033295063145808, "grad_norm": 0.2421875, "learning_rate": 6.094340443983988e-05, "loss": 0.15037946701049804, "mean_token_accuracy": 0.9415765330195427, "num_tokens": 4240075.0, "step": 410 }, { "entropy": 1.222862060368061, "epoch": 1.521699196326062, "grad_norm": 0.275390625, "learning_rate": 5.987501437942282e-05, "loss": 0.15529404878616332, "mean_token_accuracy": 0.9389708809554577, "num_tokens": 4292551.0, "step": 415 }, { "entropy": 1.2309008352458477, "epoch": 1.5400688863375431, "grad_norm": 0.287109375, "learning_rate": 5.880191126478331e-05, "loss": 0.1716233730316162, "mean_token_accuracy": 0.9391154661774636, "num_tokens": 4344511.0, "step": 420 }, { "entropy": 1.2401153899729251, "epoch": 1.5584385763490243, "grad_norm": 0.2216796875, "learning_rate": 5.772460725650879e-05, "loss": 0.15457810163497926, "mean_token_accuracy": 0.9414997152984143, "num_tokens": 4394757.0, "step": 425 }, { "entropy": 1.2463274285197259, "epoch": 1.5768082663605052, "grad_norm": 0.318359375, "learning_rate": 5.664361652014981e-05, "loss": 0.15999503135681153, "mean_token_accuracy": 0.9394483931362629, "num_tokens": 4446148.0, "step": 430 }, { "entropy": 1.21002069786191, "epoch": 1.5951779563719861, "grad_norm": 0.37109375, "learning_rate": 5.555945498082391e-05, "loss": 0.1874553918838501, "mean_token_accuracy": 0.9351649850606918, "num_tokens": 4498541.0, "step": 435 }, { "entropy": 1.2327654764056206, "epoch": 1.6135476463834673, "grad_norm": 0.34375, "learning_rate": 5.447264007697973e-05, "loss": 0.16420402526855468, "mean_token_accuracy": 0.939295843988657, "num_tokens": 4548920.0, "step": 440 }, { "entropy": 1.2176817886531353, "epoch": 1.6319173363949484, "grad_norm": 0.263671875, "learning_rate": 5.3383690513438834e-05, "loss": 0.14642031192779542, "mean_token_accuracy": 0.9439929507672786, "num_tokens": 4603416.0, "step": 445 }, { "entropy": 1.2352366156876087, "epoch": 1.6502870264064295, "grad_norm": 0.31640625, "learning_rate": 5.2293126013833105e-05, "loss": 0.14479190111160278, "mean_token_accuracy": 0.943158283084631, "num_tokens": 4654316.0, "step": 450 }, { "epoch": 1.6502870264064295, "eval_entropy": 1.2289481560821118, "eval_loss": 0.20621241629123688, "eval_mean_token_accuracy": 0.9355152529218923, "eval_num_tokens": 4654316.0, "eval_runtime": 235.1441, "eval_samples_per_second": 0.978, "eval_steps_per_second": 0.978, "step": 450 }, { "entropy": 1.2598364517092704, "epoch": 1.6686567164179105, "grad_norm": 0.205078125, "learning_rate": 5.120146707255603e-05, "loss": 0.1650448441505432, "mean_token_accuracy": 0.9434025213122368, "num_tokens": 4706512.0, "step": 455 }, { "entropy": 1.260502176731825, "epoch": 1.6870264064293914, "grad_norm": 0.25390625, "learning_rate": 5.0109234706345895e-05, "loss": 0.15825694799423218, "mean_token_accuracy": 0.9416167691349984, "num_tokens": 4757604.0, "step": 460 }, { "entropy": 1.259766686707735, "epoch": 1.7053960964408725, "grad_norm": 0.1904296875, "learning_rate": 4.9016950205619896e-05, "loss": 0.13869506120681763, "mean_token_accuracy": 0.9492659881711006, "num_tokens": 4808517.0, "step": 465 }, { "entropy": 1.234454058855772, "epoch": 1.7237657864523537, "grad_norm": 0.31640625, "learning_rate": 4.7925134885677436e-05, "loss": 0.15484601259231567, "mean_token_accuracy": 0.9401533454656601, "num_tokens": 4862803.0, "step": 470 }, { "entropy": 1.2563340097665787, "epoch": 1.7421354764638348, "grad_norm": 0.37109375, "learning_rate": 4.683430983789182e-05, "loss": 0.18182371854782103, "mean_token_accuracy": 0.9343613557517528, "num_tokens": 4912418.0, "step": 475 }, { "entropy": 1.285528728365898, "epoch": 1.7605051664753157, "grad_norm": 0.3828125, "learning_rate": 4.574499568100843e-05, "loss": 0.19415501356124878, "mean_token_accuracy": 0.9363782249391079, "num_tokens": 4960195.0, "step": 480 }, { "entropy": 1.2490490935742855, "epoch": 1.7788748564867967, "grad_norm": 0.23828125, "learning_rate": 4.4657712312668915e-05, "loss": 0.14608356952667237, "mean_token_accuracy": 0.9376209229230881, "num_tokens": 5008503.0, "step": 485 }, { "entropy": 1.1854878295212985, "epoch": 1.7972445464982778, "grad_norm": 0.2412109375, "learning_rate": 4.357297866127917e-05, "loss": 0.1179052472114563, "mean_token_accuracy": 0.9505260616540909, "num_tokens": 5065315.0, "step": 490 }, { "entropy": 1.2593422457575798, "epoch": 1.815614236509759, "grad_norm": 0.357421875, "learning_rate": 4.2491312438340076e-05, "loss": 0.16701943874359132, "mean_token_accuracy": 0.9410144165158272, "num_tokens": 5113414.0, "step": 495 }, { "entropy": 1.19709093272686, "epoch": 1.83398392652124, "grad_norm": 0.1796875, "learning_rate": 4.1413229891359114e-05, "loss": 0.1293657422065735, "mean_token_accuracy": 0.9477272056043148, "num_tokens": 5165889.0, "step": 500 }, { "epoch": 1.83398392652124, "eval_entropy": 1.1967732807864313, "eval_loss": 0.20430247485637665, "eval_mean_token_accuracy": 0.9354635331941688, "eval_num_tokens": 5165889.0, "eval_runtime": 234.8347, "eval_samples_per_second": 0.979, "eval_steps_per_second": 0.979, "step": 500 } ], "logging_steps": 5, "max_steps": 819, "num_input_tokens_seen": 0, "num_train_epochs": 3, "save_steps": 100, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 4.17590881015081e+16, "train_batch_size": 1, "trial_name": null, "trial_params": null }