| { | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 0.03364030108069467, | |
| "eval_steps": 100, | |
| "global_step": 400, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 8.410075270173668e-05, | |
| "eval_loss": 2.455552101135254, | |
| "eval_runtime": 138.2596, | |
| "eval_samples_per_second": 36.214, | |
| "eval_steps_per_second": 18.111, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.0004205037635086834, | |
| "grad_norm": 0.06288853287696838, | |
| "learning_rate": 1.6666666666666667e-05, | |
| "loss": 2.566, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.0008410075270173668, | |
| "grad_norm": 0.0672573670744896, | |
| "learning_rate": 3.3333333333333335e-05, | |
| "loss": 2.4565, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.0012615112905260501, | |
| "grad_norm": 0.07510022819042206, | |
| "learning_rate": 5e-05, | |
| "loss": 2.3643, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.0016820150540347335, | |
| "grad_norm": 0.0756649598479271, | |
| "learning_rate": 6.666666666666667e-05, | |
| "loss": 2.5781, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.002102518817543417, | |
| "grad_norm": 0.09395594894886017, | |
| "learning_rate": 8.333333333333334e-05, | |
| "loss": 2.4296, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.0025230225810521003, | |
| "grad_norm": 0.10693749040365219, | |
| "learning_rate": 0.0001, | |
| "loss": 2.3956, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.0029435263445607837, | |
| "grad_norm": 0.1340353637933731, | |
| "learning_rate": 9.995494831023409e-05, | |
| "loss": 2.3548, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 0.003364030108069467, | |
| "grad_norm": 0.16637980937957764, | |
| "learning_rate": 9.981987442712633e-05, | |
| "loss": 2.3691, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.0037845338715781504, | |
| "grad_norm": 0.17769795656204224, | |
| "learning_rate": 9.959502176294383e-05, | |
| "loss": 2.392, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 0.004205037635086834, | |
| "grad_norm": 0.4028211534023285, | |
| "learning_rate": 9.928079551738543e-05, | |
| "loss": 2.4662, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.004625541398595517, | |
| "grad_norm": 0.09516683220863342, | |
| "learning_rate": 9.887776194738432e-05, | |
| "loss": 2.498, | |
| "step": 55 | |
| }, | |
| { | |
| "epoch": 0.005046045162104201, | |
| "grad_norm": 0.11103392392396927, | |
| "learning_rate": 9.838664734667495e-05, | |
| "loss": 2.2964, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.005466548925612884, | |
| "grad_norm": 0.13888299465179443, | |
| "learning_rate": 9.780833673696254e-05, | |
| "loss": 2.421, | |
| "step": 65 | |
| }, | |
| { | |
| "epoch": 0.005887052689121567, | |
| "grad_norm": 0.1731582134962082, | |
| "learning_rate": 9.714387227305422e-05, | |
| "loss": 2.1062, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.006307556452630251, | |
| "grad_norm": 0.16878341138362885, | |
| "learning_rate": 9.639445136482548e-05, | |
| "loss": 2.2202, | |
| "step": 75 | |
| }, | |
| { | |
| "epoch": 0.006728060216138934, | |
| "grad_norm": 0.15920491516590118, | |
| "learning_rate": 9.55614245194068e-05, | |
| "loss": 2.2138, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 0.0071485639796476175, | |
| "grad_norm": 0.1858222931623459, | |
| "learning_rate": 9.464629290747842e-05, | |
| "loss": 2.2224, | |
| "step": 85 | |
| }, | |
| { | |
| "epoch": 0.007569067743156301, | |
| "grad_norm": 0.27493521571159363, | |
| "learning_rate": 9.365070565805941e-05, | |
| "loss": 2.1246, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 0.007989571506664985, | |
| "grad_norm": 0.26363685727119446, | |
| "learning_rate": 9.257645688666556e-05, | |
| "loss": 2.1235, | |
| "step": 95 | |
| }, | |
| { | |
| "epoch": 0.008410075270173668, | |
| "grad_norm": 0.5503014922142029, | |
| "learning_rate": 9.142548246219212e-05, | |
| "loss": 2.221, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.008410075270173668, | |
| "eval_loss": 2.2321887016296387, | |
| "eval_runtime": 137.1448, | |
| "eval_samples_per_second": 36.509, | |
| "eval_steps_per_second": 18.258, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.008830579033682352, | |
| "grad_norm": 0.16289430856704712, | |
| "learning_rate": 9.019985651834703e-05, | |
| "loss": 2.5116, | |
| "step": 105 | |
| }, | |
| { | |
| "epoch": 0.009251082797191034, | |
| "grad_norm": 0.1564548909664154, | |
| "learning_rate": 8.890178771592199e-05, | |
| "loss": 2.2799, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 0.009671586560699719, | |
| "grad_norm": 0.16099359095096588, | |
| "learning_rate": 8.753361526263621e-05, | |
| "loss": 2.1965, | |
| "step": 115 | |
| }, | |
| { | |
| "epoch": 0.010092090324208401, | |
| "grad_norm": 0.14875778555870056, | |
| "learning_rate": 8.609780469772623e-05, | |
| "loss": 2.2595, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 0.010512594087717085, | |
| "grad_norm": 0.1486121267080307, | |
| "learning_rate": 8.459694344887732e-05, | |
| "loss": 2.2693, | |
| "step": 125 | |
| }, | |
| { | |
| "epoch": 0.010933097851225768, | |
| "grad_norm": 0.1574985682964325, | |
| "learning_rate": 8.303373616950408e-05, | |
| "loss": 2.1078, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 0.011353601614734452, | |
| "grad_norm": 0.17520491778850555, | |
| "learning_rate": 8.141099986478212e-05, | |
| "loss": 1.9398, | |
| "step": 135 | |
| }, | |
| { | |
| "epoch": 0.011774105378243135, | |
| "grad_norm": 0.27182435989379883, | |
| "learning_rate": 7.973165881521434e-05, | |
| "loss": 2.2749, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 0.012194609141751819, | |
| "grad_norm": 0.3976014256477356, | |
| "learning_rate": 7.799873930687978e-05, | |
| "loss": 2.21, | |
| "step": 145 | |
| }, | |
| { | |
| "epoch": 0.012615112905260501, | |
| "grad_norm": 0.5776176452636719, | |
| "learning_rate": 7.621536417786159e-05, | |
| "loss": 2.3219, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.013035616668769186, | |
| "grad_norm": 0.15068869292736053, | |
| "learning_rate": 7.438474719068173e-05, | |
| "loss": 2.5078, | |
| "step": 155 | |
| }, | |
| { | |
| "epoch": 0.013456120432277868, | |
| "grad_norm": 0.1611473262310028, | |
| "learning_rate": 7.251018724088367e-05, | |
| "loss": 2.4107, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 0.013876624195786552, | |
| "grad_norm": 0.17580749094486237, | |
| "learning_rate": 7.059506241219965e-05, | |
| "loss": 2.2559, | |
| "step": 165 | |
| }, | |
| { | |
| "epoch": 0.014297127959295235, | |
| "grad_norm": 0.16627754271030426, | |
| "learning_rate": 6.864282388901544e-05, | |
| "loss": 2.2975, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 0.01471763172280392, | |
| "grad_norm": 0.18935278058052063, | |
| "learning_rate": 6.665698973710288e-05, | |
| "loss": 2.3638, | |
| "step": 175 | |
| }, | |
| { | |
| "epoch": 0.015138135486312602, | |
| "grad_norm": 0.16785839200019836, | |
| "learning_rate": 6.464113856382752e-05, | |
| "loss": 2.0706, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 0.015558639249821286, | |
| "grad_norm": 0.19793659448623657, | |
| "learning_rate": 6.259890306925627e-05, | |
| "loss": 2.2069, | |
| "step": 185 | |
| }, | |
| { | |
| "epoch": 0.01597914301332997, | |
| "grad_norm": 0.20442405343055725, | |
| "learning_rate": 6.0533963499786314e-05, | |
| "loss": 2.0747, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 0.016399646776838653, | |
| "grad_norm": 0.291321337223053, | |
| "learning_rate": 5.8450041016092464e-05, | |
| "loss": 2.0967, | |
| "step": 195 | |
| }, | |
| { | |
| "epoch": 0.016820150540347335, | |
| "grad_norm": 0.5253951549530029, | |
| "learning_rate": 5.6350890987343944e-05, | |
| "loss": 2.2031, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.016820150540347335, | |
| "eval_loss": 2.1990108489990234, | |
| "eval_runtime": 137.8422, | |
| "eval_samples_per_second": 36.324, | |
| "eval_steps_per_second": 18.166, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.017240654303856018, | |
| "grad_norm": 0.1373487263917923, | |
| "learning_rate": 5.4240296223775465e-05, | |
| "loss": 2.4321, | |
| "step": 205 | |
| }, | |
| { | |
| "epoch": 0.017661158067364704, | |
| "grad_norm": 0.13446733355522156, | |
| "learning_rate": 5.212206015980742e-05, | |
| "loss": 2.3212, | |
| "step": 210 | |
| }, | |
| { | |
| "epoch": 0.018081661830873386, | |
| "grad_norm": 0.15374958515167236, | |
| "learning_rate": 5e-05, | |
| "loss": 2.1707, | |
| "step": 215 | |
| }, | |
| { | |
| "epoch": 0.01850216559438207, | |
| "grad_norm": 0.17386586964130402, | |
| "learning_rate": 4.78779398401926e-05, | |
| "loss": 2.2506, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 0.018922669357890755, | |
| "grad_norm": 0.16173112392425537, | |
| "learning_rate": 4.575970377622456e-05, | |
| "loss": 2.1609, | |
| "step": 225 | |
| }, | |
| { | |
| "epoch": 0.019343173121399437, | |
| "grad_norm": 0.2234823852777481, | |
| "learning_rate": 4.364910901265606e-05, | |
| "loss": 2.2917, | |
| "step": 230 | |
| }, | |
| { | |
| "epoch": 0.01976367688490812, | |
| "grad_norm": 0.18885092437267303, | |
| "learning_rate": 4.1549958983907555e-05, | |
| "loss": 2.2025, | |
| "step": 235 | |
| }, | |
| { | |
| "epoch": 0.020184180648416802, | |
| "grad_norm": 0.2342340499162674, | |
| "learning_rate": 3.94660365002137e-05, | |
| "loss": 2.2165, | |
| "step": 240 | |
| }, | |
| { | |
| "epoch": 0.02060468441192549, | |
| "grad_norm": 0.2419833242893219, | |
| "learning_rate": 3.740109693074375e-05, | |
| "loss": 2.0213, | |
| "step": 245 | |
| }, | |
| { | |
| "epoch": 0.02102518817543417, | |
| "grad_norm": 0.5271613597869873, | |
| "learning_rate": 3.5358861436172485e-05, | |
| "loss": 2.4064, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 0.021445691938942853, | |
| "grad_norm": 0.1288193166255951, | |
| "learning_rate": 3.334301026289712e-05, | |
| "loss": 2.3969, | |
| "step": 255 | |
| }, | |
| { | |
| "epoch": 0.021866195702451536, | |
| "grad_norm": 0.13628017902374268, | |
| "learning_rate": 3.135717611098458e-05, | |
| "loss": 2.4522, | |
| "step": 260 | |
| }, | |
| { | |
| "epoch": 0.022286699465960222, | |
| "grad_norm": 0.18752817809581757, | |
| "learning_rate": 2.9404937587800375e-05, | |
| "loss": 2.2498, | |
| "step": 265 | |
| }, | |
| { | |
| "epoch": 0.022707203229468904, | |
| "grad_norm": 0.15107370913028717, | |
| "learning_rate": 2.748981275911633e-05, | |
| "loss": 2.2232, | |
| "step": 270 | |
| }, | |
| { | |
| "epoch": 0.023127706992977587, | |
| "grad_norm": 0.16715684533119202, | |
| "learning_rate": 2.5615252809318284e-05, | |
| "loss": 2.3243, | |
| "step": 275 | |
| }, | |
| { | |
| "epoch": 0.02354821075648627, | |
| "grad_norm": 0.1846175491809845, | |
| "learning_rate": 2.3784635822138424e-05, | |
| "loss": 2.0287, | |
| "step": 280 | |
| }, | |
| { | |
| "epoch": 0.023968714519994955, | |
| "grad_norm": 0.2120099663734436, | |
| "learning_rate": 2.2001260693120233e-05, | |
| "loss": 2.172, | |
| "step": 285 | |
| }, | |
| { | |
| "epoch": 0.024389218283503638, | |
| "grad_norm": 0.2088957130908966, | |
| "learning_rate": 2.026834118478567e-05, | |
| "loss": 2.1586, | |
| "step": 290 | |
| }, | |
| { | |
| "epoch": 0.02480972204701232, | |
| "grad_norm": 0.314209520816803, | |
| "learning_rate": 1.858900013521788e-05, | |
| "loss": 2.0427, | |
| "step": 295 | |
| }, | |
| { | |
| "epoch": 0.025230225810521003, | |
| "grad_norm": 0.5395681858062744, | |
| "learning_rate": 1.6966263830495936e-05, | |
| "loss": 2.0398, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.025230225810521003, | |
| "eval_loss": 2.1906521320343018, | |
| "eval_runtime": 138.2662, | |
| "eval_samples_per_second": 36.213, | |
| "eval_steps_per_second": 18.11, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.02565072957402969, | |
| "grad_norm": 0.12976689636707306, | |
| "learning_rate": 1.5403056551122697e-05, | |
| "loss": 2.325, | |
| "step": 305 | |
| }, | |
| { | |
| "epoch": 0.02607123333753837, | |
| "grad_norm": 0.3184930682182312, | |
| "learning_rate": 1.3902195302273779e-05, | |
| "loss": 2.2399, | |
| "step": 310 | |
| }, | |
| { | |
| "epoch": 0.026491737101047054, | |
| "grad_norm": 0.16288700699806213, | |
| "learning_rate": 1.246638473736378e-05, | |
| "loss": 2.292, | |
| "step": 315 | |
| }, | |
| { | |
| "epoch": 0.026912240864555736, | |
| "grad_norm": 0.14881478250026703, | |
| "learning_rate": 1.1098212284078036e-05, | |
| "loss": 2.1848, | |
| "step": 320 | |
| }, | |
| { | |
| "epoch": 0.027332744628064422, | |
| "grad_norm": 0.19080372154712677, | |
| "learning_rate": 9.800143481652979e-06, | |
| "loss": 2.262, | |
| "step": 325 | |
| }, | |
| { | |
| "epoch": 0.027753248391573105, | |
| "grad_norm": 0.1788197010755539, | |
| "learning_rate": 8.574517537807897e-06, | |
| "loss": 2.0933, | |
| "step": 330 | |
| }, | |
| { | |
| "epoch": 0.028173752155081788, | |
| "grad_norm": 0.22491934895515442, | |
| "learning_rate": 7.423543113334436e-06, | |
| "loss": 2.0307, | |
| "step": 335 | |
| }, | |
| { | |
| "epoch": 0.02859425591859047, | |
| "grad_norm": 0.24803785979747772, | |
| "learning_rate": 6.349294341940593e-06, | |
| "loss": 2.1817, | |
| "step": 340 | |
| }, | |
| { | |
| "epoch": 0.029014759682099156, | |
| "grad_norm": 0.2737451195716858, | |
| "learning_rate": 5.353707092521582e-06, | |
| "loss": 2.0864, | |
| "step": 345 | |
| }, | |
| { | |
| "epoch": 0.02943526344560784, | |
| "grad_norm": 0.5372247099876404, | |
| "learning_rate": 4.43857548059321e-06, | |
| "loss": 2.0402, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 0.02985576720911652, | |
| "grad_norm": 0.12413191050291061, | |
| "learning_rate": 3.605548635174533e-06, | |
| "loss": 2.4881, | |
| "step": 355 | |
| }, | |
| { | |
| "epoch": 0.030276270972625204, | |
| "grad_norm": 0.14699317514896393, | |
| "learning_rate": 2.85612772694579e-06, | |
| "loss": 2.3984, | |
| "step": 360 | |
| }, | |
| { | |
| "epoch": 0.03069677473613389, | |
| "grad_norm": 0.16684670746326447, | |
| "learning_rate": 2.191663263037458e-06, | |
| "loss": 2.1938, | |
| "step": 365 | |
| }, | |
| { | |
| "epoch": 0.031117278499642572, | |
| "grad_norm": 0.14887583255767822, | |
| "learning_rate": 1.6133526533250565e-06, | |
| "loss": 2.1288, | |
| "step": 370 | |
| }, | |
| { | |
| "epoch": 0.03153778226315126, | |
| "grad_norm": 0.17945723235607147, | |
| "learning_rate": 1.1222380526156928e-06, | |
| "loss": 2.3047, | |
| "step": 375 | |
| }, | |
| { | |
| "epoch": 0.03195828602665994, | |
| "grad_norm": 0.19046396017074585, | |
| "learning_rate": 7.192044826145771e-07, | |
| "loss": 2.1788, | |
| "step": 380 | |
| }, | |
| { | |
| "epoch": 0.03237878979016862, | |
| "grad_norm": 0.19645310938358307, | |
| "learning_rate": 4.049782370561583e-07, | |
| "loss": 2.2291, | |
| "step": 385 | |
| }, | |
| { | |
| "epoch": 0.032799293553677306, | |
| "grad_norm": 0.2140706181526184, | |
| "learning_rate": 1.8012557287367392e-07, | |
| "loss": 2.0335, | |
| "step": 390 | |
| }, | |
| { | |
| "epoch": 0.03321979731718599, | |
| "grad_norm": 0.31230586767196655, | |
| "learning_rate": 4.5051689765929214e-08, | |
| "loss": 2.0961, | |
| "step": 395 | |
| }, | |
| { | |
| "epoch": 0.03364030108069467, | |
| "grad_norm": 0.5311707854270935, | |
| "learning_rate": 0.0, | |
| "loss": 2.0589, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 0.03364030108069467, | |
| "eval_loss": 2.189105987548828, | |
| "eval_runtime": 138.0331, | |
| "eval_samples_per_second": 36.274, | |
| "eval_steps_per_second": 18.141, | |
| "step": 400 | |
| } | |
| ], | |
| "logging_steps": 5, | |
| "max_steps": 400, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 1, | |
| "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": 6279181392936960.0, | |
| "train_batch_size": 2, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |