| { | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 0.03375171395422424, | |
| "eval_steps": 100, | |
| "global_step": 400, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 8.437928488556059e-05, | |
| "eval_loss": 0.9957674145698547, | |
| "eval_runtime": 419.6878, | |
| "eval_samples_per_second": 11.89, | |
| "eval_steps_per_second": 5.945, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.00042189642442780296, | |
| "grad_norm": 0.4106890559196472, | |
| "learning_rate": 1.6666666666666667e-05, | |
| "loss": 0.8825, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.0008437928488556059, | |
| "grad_norm": 0.5586373209953308, | |
| "learning_rate": 3.3333333333333335e-05, | |
| "loss": 0.9305, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.0012656892732834089, | |
| "grad_norm": 0.5272752046585083, | |
| "learning_rate": 5e-05, | |
| "loss": 0.9003, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.0016875856977112118, | |
| "grad_norm": 0.5173702836036682, | |
| "learning_rate": 6.666666666666667e-05, | |
| "loss": 0.7796, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.002109482122139015, | |
| "grad_norm": 0.5352601408958435, | |
| "learning_rate": 8.333333333333334e-05, | |
| "loss": 0.8669, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.0025313785465668178, | |
| "grad_norm": 0.48157429695129395, | |
| "learning_rate": 0.0001, | |
| "loss": 0.835, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.0029532749709946207, | |
| "grad_norm": 0.5189157724380493, | |
| "learning_rate": 9.995494831023409e-05, | |
| "loss": 0.7987, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 0.0033751713954224237, | |
| "grad_norm": 0.5436115860939026, | |
| "learning_rate": 9.981987442712633e-05, | |
| "loss": 0.9009, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.0037970678198502267, | |
| "grad_norm": 0.6219505071640015, | |
| "learning_rate": 9.959502176294383e-05, | |
| "loss": 0.8412, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 0.00421896424427803, | |
| "grad_norm": 1.6684471368789673, | |
| "learning_rate": 9.928079551738543e-05, | |
| "loss": 0.9159, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.004640860668705833, | |
| "grad_norm": 0.5012656450271606, | |
| "learning_rate": 9.887776194738432e-05, | |
| "loss": 0.7569, | |
| "step": 55 | |
| }, | |
| { | |
| "epoch": 0.0050627570931336355, | |
| "grad_norm": 0.35097789764404297, | |
| "learning_rate": 9.838664734667495e-05, | |
| "loss": 0.7247, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.005484653517561439, | |
| "grad_norm": 0.4114624261856079, | |
| "learning_rate": 9.780833673696254e-05, | |
| "loss": 0.78, | |
| "step": 65 | |
| }, | |
| { | |
| "epoch": 0.0059065499419892415, | |
| "grad_norm": 0.39524176716804504, | |
| "learning_rate": 9.714387227305422e-05, | |
| "loss": 0.7716, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.006328446366417045, | |
| "grad_norm": 0.39941051602363586, | |
| "learning_rate": 9.639445136482548e-05, | |
| "loss": 0.8346, | |
| "step": 75 | |
| }, | |
| { | |
| "epoch": 0.006750342790844847, | |
| "grad_norm": 0.38641512393951416, | |
| "learning_rate": 9.55614245194068e-05, | |
| "loss": 0.7287, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 0.007172239215272651, | |
| "grad_norm": 0.5262604355812073, | |
| "learning_rate": 9.464629290747842e-05, | |
| "loss": 0.7636, | |
| "step": 85 | |
| }, | |
| { | |
| "epoch": 0.007594135639700453, | |
| "grad_norm": 0.605768084526062, | |
| "learning_rate": 9.365070565805941e-05, | |
| "loss": 0.8944, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 0.008016032064128256, | |
| "grad_norm": 0.6336283683776855, | |
| "learning_rate": 9.257645688666556e-05, | |
| "loss": 0.8311, | |
| "step": 95 | |
| }, | |
| { | |
| "epoch": 0.00843792848855606, | |
| "grad_norm": 1.458014965057373, | |
| "learning_rate": 9.142548246219212e-05, | |
| "loss": 0.8093, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.00843792848855606, | |
| "eval_loss": 0.7453532814979553, | |
| "eval_runtime": 421.5346, | |
| "eval_samples_per_second": 11.838, | |
| "eval_steps_per_second": 5.919, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.008859824912983863, | |
| "grad_norm": 0.3544303774833679, | |
| "learning_rate": 9.019985651834703e-05, | |
| "loss": 0.6757, | |
| "step": 105 | |
| }, | |
| { | |
| "epoch": 0.009281721337411666, | |
| "grad_norm": 0.31981468200683594, | |
| "learning_rate": 8.890178771592199e-05, | |
| "loss": 0.7116, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 0.009703617761839468, | |
| "grad_norm": 0.3641217350959778, | |
| "learning_rate": 8.753361526263621e-05, | |
| "loss": 0.704, | |
| "step": 115 | |
| }, | |
| { | |
| "epoch": 0.010125514186267271, | |
| "grad_norm": 0.41695696115493774, | |
| "learning_rate": 8.609780469772623e-05, | |
| "loss": 0.6933, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 0.010547410610695074, | |
| "grad_norm": 0.40811964869499207, | |
| "learning_rate": 8.459694344887732e-05, | |
| "loss": 0.7293, | |
| "step": 125 | |
| }, | |
| { | |
| "epoch": 0.010969307035122878, | |
| "grad_norm": 0.4640657901763916, | |
| "learning_rate": 8.303373616950408e-05, | |
| "loss": 0.8195, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 0.01139120345955068, | |
| "grad_norm": 0.4916837811470032, | |
| "learning_rate": 8.141099986478212e-05, | |
| "loss": 0.7061, | |
| "step": 135 | |
| }, | |
| { | |
| "epoch": 0.011813099883978483, | |
| "grad_norm": 0.43793752789497375, | |
| "learning_rate": 7.973165881521434e-05, | |
| "loss": 0.8276, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 0.012234996308406286, | |
| "grad_norm": 0.6117736101150513, | |
| "learning_rate": 7.799873930687978e-05, | |
| "loss": 0.893, | |
| "step": 145 | |
| }, | |
| { | |
| "epoch": 0.01265689273283409, | |
| "grad_norm": 1.3102891445159912, | |
| "learning_rate": 7.621536417786159e-05, | |
| "loss": 0.8688, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.013078789157261891, | |
| "grad_norm": 0.35164037346839905, | |
| "learning_rate": 7.438474719068173e-05, | |
| "loss": 0.5983, | |
| "step": 155 | |
| }, | |
| { | |
| "epoch": 0.013500685581689695, | |
| "grad_norm": 0.32440951466560364, | |
| "learning_rate": 7.251018724088367e-05, | |
| "loss": 0.6319, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 0.013922582006117498, | |
| "grad_norm": 0.36062324047088623, | |
| "learning_rate": 7.059506241219965e-05, | |
| "loss": 0.6391, | |
| "step": 165 | |
| }, | |
| { | |
| "epoch": 0.014344478430545302, | |
| "grad_norm": 0.38565579056739807, | |
| "learning_rate": 6.864282388901544e-05, | |
| "loss": 0.6643, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 0.014766374854973103, | |
| "grad_norm": 0.411285400390625, | |
| "learning_rate": 6.665698973710288e-05, | |
| "loss": 0.7558, | |
| "step": 175 | |
| }, | |
| { | |
| "epoch": 0.015188271279400907, | |
| "grad_norm": 0.3739734888076782, | |
| "learning_rate": 6.464113856382752e-05, | |
| "loss": 0.6523, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 0.01561016770382871, | |
| "grad_norm": 0.4831923842430115, | |
| "learning_rate": 6.259890306925627e-05, | |
| "loss": 0.7802, | |
| "step": 185 | |
| }, | |
| { | |
| "epoch": 0.01603206412825651, | |
| "grad_norm": 0.5024823546409607, | |
| "learning_rate": 6.0533963499786314e-05, | |
| "loss": 0.6872, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 0.016453960552684315, | |
| "grad_norm": 0.6557715535163879, | |
| "learning_rate": 5.8450041016092464e-05, | |
| "loss": 0.7473, | |
| "step": 195 | |
| }, | |
| { | |
| "epoch": 0.01687585697711212, | |
| "grad_norm": 1.3833485841751099, | |
| "learning_rate": 5.6350890987343944e-05, | |
| "loss": 0.8261, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.01687585697711212, | |
| "eval_loss": 0.7295480370521545, | |
| "eval_runtime": 421.3959, | |
| "eval_samples_per_second": 11.842, | |
| "eval_steps_per_second": 5.921, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.017297753401539922, | |
| "grad_norm": 0.4051777720451355, | |
| "learning_rate": 5.4240296223775465e-05, | |
| "loss": 0.6449, | |
| "step": 205 | |
| }, | |
| { | |
| "epoch": 0.017719649825967725, | |
| "grad_norm": 0.36194536089897156, | |
| "learning_rate": 5.212206015980742e-05, | |
| "loss": 0.7147, | |
| "step": 210 | |
| }, | |
| { | |
| "epoch": 0.01814154625039553, | |
| "grad_norm": 0.37661212682724, | |
| "learning_rate": 5e-05, | |
| "loss": 0.734, | |
| "step": 215 | |
| }, | |
| { | |
| "epoch": 0.018563442674823332, | |
| "grad_norm": 0.37295767664909363, | |
| "learning_rate": 4.78779398401926e-05, | |
| "loss": 0.6716, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 0.018985339099251135, | |
| "grad_norm": 0.474931001663208, | |
| "learning_rate": 4.575970377622456e-05, | |
| "loss": 0.749, | |
| "step": 225 | |
| }, | |
| { | |
| "epoch": 0.019407235523678935, | |
| "grad_norm": 0.5339241027832031, | |
| "learning_rate": 4.364910901265606e-05, | |
| "loss": 0.8035, | |
| "step": 230 | |
| }, | |
| { | |
| "epoch": 0.01982913194810674, | |
| "grad_norm": 0.546904981136322, | |
| "learning_rate": 4.1549958983907555e-05, | |
| "loss": 0.7336, | |
| "step": 235 | |
| }, | |
| { | |
| "epoch": 0.020251028372534542, | |
| "grad_norm": 0.5156819820404053, | |
| "learning_rate": 3.94660365002137e-05, | |
| "loss": 0.7587, | |
| "step": 240 | |
| }, | |
| { | |
| "epoch": 0.020672924796962346, | |
| "grad_norm": 0.5965439677238464, | |
| "learning_rate": 3.740109693074375e-05, | |
| "loss": 0.9158, | |
| "step": 245 | |
| }, | |
| { | |
| "epoch": 0.02109482122139015, | |
| "grad_norm": 1.0562564134597778, | |
| "learning_rate": 3.5358861436172485e-05, | |
| "loss": 1.0234, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 0.021516717645817952, | |
| "grad_norm": 0.33975425362586975, | |
| "learning_rate": 3.334301026289712e-05, | |
| "loss": 0.6781, | |
| "step": 255 | |
| }, | |
| { | |
| "epoch": 0.021938614070245756, | |
| "grad_norm": 0.31108027696609497, | |
| "learning_rate": 3.135717611098458e-05, | |
| "loss": 0.6653, | |
| "step": 260 | |
| }, | |
| { | |
| "epoch": 0.02236051049467356, | |
| "grad_norm": 0.3663179874420166, | |
| "learning_rate": 2.9404937587800375e-05, | |
| "loss": 0.6752, | |
| "step": 265 | |
| }, | |
| { | |
| "epoch": 0.02278240691910136, | |
| "grad_norm": 0.5073758363723755, | |
| "learning_rate": 2.748981275911633e-05, | |
| "loss": 0.7357, | |
| "step": 270 | |
| }, | |
| { | |
| "epoch": 0.023204303343529162, | |
| "grad_norm": 0.41087105870246887, | |
| "learning_rate": 2.5615252809318284e-05, | |
| "loss": 0.6715, | |
| "step": 275 | |
| }, | |
| { | |
| "epoch": 0.023626199767956966, | |
| "grad_norm": 0.4009557068347931, | |
| "learning_rate": 2.3784635822138424e-05, | |
| "loss": 0.6759, | |
| "step": 280 | |
| }, | |
| { | |
| "epoch": 0.02404809619238477, | |
| "grad_norm": 0.46906349062919617, | |
| "learning_rate": 2.2001260693120233e-05, | |
| "loss": 0.7395, | |
| "step": 285 | |
| }, | |
| { | |
| "epoch": 0.024469992616812573, | |
| "grad_norm": 0.6131988763809204, | |
| "learning_rate": 2.026834118478567e-05, | |
| "loss": 0.8374, | |
| "step": 290 | |
| }, | |
| { | |
| "epoch": 0.024891889041240376, | |
| "grad_norm": 0.735552191734314, | |
| "learning_rate": 1.858900013521788e-05, | |
| "loss": 0.9337, | |
| "step": 295 | |
| }, | |
| { | |
| "epoch": 0.02531378546566818, | |
| "grad_norm": 1.2397476434707642, | |
| "learning_rate": 1.6966263830495936e-05, | |
| "loss": 0.8693, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.02531378546566818, | |
| "eval_loss": 0.718722939491272, | |
| "eval_runtime": 421.5469, | |
| "eval_samples_per_second": 11.837, | |
| "eval_steps_per_second": 5.919, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.025735681890095983, | |
| "grad_norm": 0.2928362786769867, | |
| "learning_rate": 1.5403056551122697e-05, | |
| "loss": 0.6769, | |
| "step": 305 | |
| }, | |
| { | |
| "epoch": 0.026157578314523783, | |
| "grad_norm": 0.35365402698516846, | |
| "learning_rate": 1.3902195302273779e-05, | |
| "loss": 0.6254, | |
| "step": 310 | |
| }, | |
| { | |
| "epoch": 0.026579474738951586, | |
| "grad_norm": 0.3873966634273529, | |
| "learning_rate": 1.246638473736378e-05, | |
| "loss": 0.7157, | |
| "step": 315 | |
| }, | |
| { | |
| "epoch": 0.02700137116337939, | |
| "grad_norm": 0.42512309551239014, | |
| "learning_rate": 1.1098212284078036e-05, | |
| "loss": 0.7382, | |
| "step": 320 | |
| }, | |
| { | |
| "epoch": 0.027423267587807193, | |
| "grad_norm": 0.45126789808273315, | |
| "learning_rate": 9.800143481652979e-06, | |
| "loss": 0.6671, | |
| "step": 325 | |
| }, | |
| { | |
| "epoch": 0.027845164012234996, | |
| "grad_norm": 0.4876130223274231, | |
| "learning_rate": 8.574517537807897e-06, | |
| "loss": 0.7558, | |
| "step": 330 | |
| }, | |
| { | |
| "epoch": 0.0282670604366628, | |
| "grad_norm": 0.4966984689235687, | |
| "learning_rate": 7.423543113334436e-06, | |
| "loss": 0.7365, | |
| "step": 335 | |
| }, | |
| { | |
| "epoch": 0.028688956861090603, | |
| "grad_norm": 0.4963556230068207, | |
| "learning_rate": 6.349294341940593e-06, | |
| "loss": 0.7839, | |
| "step": 340 | |
| }, | |
| { | |
| "epoch": 0.029110853285518407, | |
| "grad_norm": 0.5703970193862915, | |
| "learning_rate": 5.353707092521582e-06, | |
| "loss": 0.6884, | |
| "step": 345 | |
| }, | |
| { | |
| "epoch": 0.029532749709946206, | |
| "grad_norm": 1.9548819065093994, | |
| "learning_rate": 4.43857548059321e-06, | |
| "loss": 1.012, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 0.02995464613437401, | |
| "grad_norm": 0.31155750155448914, | |
| "learning_rate": 3.605548635174533e-06, | |
| "loss": 0.6154, | |
| "step": 355 | |
| }, | |
| { | |
| "epoch": 0.030376542558801813, | |
| "grad_norm": 0.2996324896812439, | |
| "learning_rate": 2.85612772694579e-06, | |
| "loss": 0.733, | |
| "step": 360 | |
| }, | |
| { | |
| "epoch": 0.030798438983229617, | |
| "grad_norm": 0.37856683135032654, | |
| "learning_rate": 2.191663263037458e-06, | |
| "loss": 0.6717, | |
| "step": 365 | |
| }, | |
| { | |
| "epoch": 0.03122033540765742, | |
| "grad_norm": 0.37820345163345337, | |
| "learning_rate": 1.6133526533250565e-06, | |
| "loss": 0.6931, | |
| "step": 370 | |
| }, | |
| { | |
| "epoch": 0.03164223183208522, | |
| "grad_norm": 0.39253878593444824, | |
| "learning_rate": 1.1222380526156928e-06, | |
| "loss": 0.6896, | |
| "step": 375 | |
| }, | |
| { | |
| "epoch": 0.03206412825651302, | |
| "grad_norm": 0.4378221035003662, | |
| "learning_rate": 7.192044826145771e-07, | |
| "loss": 0.752, | |
| "step": 380 | |
| }, | |
| { | |
| "epoch": 0.03248602468094083, | |
| "grad_norm": 0.5840653777122498, | |
| "learning_rate": 4.049782370561583e-07, | |
| "loss": 0.6758, | |
| "step": 385 | |
| }, | |
| { | |
| "epoch": 0.03290792110536863, | |
| "grad_norm": 0.6441401839256287, | |
| "learning_rate": 1.8012557287367392e-07, | |
| "loss": 0.7952, | |
| "step": 390 | |
| }, | |
| { | |
| "epoch": 0.033329817529796434, | |
| "grad_norm": 0.6340252161026001, | |
| "learning_rate": 4.5051689765929214e-08, | |
| "loss": 0.779, | |
| "step": 395 | |
| }, | |
| { | |
| "epoch": 0.03375171395422424, | |
| "grad_norm": 1.275892734527588, | |
| "learning_rate": 0.0, | |
| "loss": 0.9144, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 0.03375171395422424, | |
| "eval_loss": 0.7176097631454468, | |
| "eval_runtime": 421.8457, | |
| "eval_samples_per_second": 11.829, | |
| "eval_steps_per_second": 5.914, | |
| "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": 1.5129435549833626e+17, | |
| "train_batch_size": 2, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |