| { | |
| "best_metric": 0.0030398748349398375, | |
| "best_model_checkpoint": "miner_id_24/checkpoint-2400", | |
| "epoch": 1.0324060797246917, | |
| "eval_steps": 150, | |
| "global_step": 2700, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.0003823726221202562, | |
| "eval_loss": 0.7984991073608398, | |
| "eval_runtime": 29.7684, | |
| "eval_samples_per_second": 74.005, | |
| "eval_steps_per_second": 18.51, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.01911863110601281, | |
| "grad_norm": 0.9104048609733582, | |
| "learning_rate": 0.0002, | |
| "loss": 0.2613, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.03823726221202562, | |
| "grad_norm": 1.0492737293243408, | |
| "learning_rate": 0.0001998582695676762, | |
| "loss": 0.0597, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.05735589331803843, | |
| "grad_norm": 0.7362340688705444, | |
| "learning_rate": 0.00019943348002101371, | |
| "loss": 0.0208, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.05735589331803843, | |
| "eval_loss": 0.06130767986178398, | |
| "eval_runtime": 29.7713, | |
| "eval_samples_per_second": 73.998, | |
| "eval_steps_per_second": 18.508, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.07647452442405124, | |
| "grad_norm": 0.3750320374965668, | |
| "learning_rate": 0.00019872683547213446, | |
| "loss": 0.0245, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.09559315553006405, | |
| "grad_norm": 0.6900832056999207, | |
| "learning_rate": 0.00019774033898178667, | |
| "loss": 0.0198, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 0.11471178663607685, | |
| "grad_norm": 1.2825437784194946, | |
| "learning_rate": 0.0001964767868814516, | |
| "loss": 0.0139, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.11471178663607685, | |
| "eval_loss": 0.01278063002973795, | |
| "eval_runtime": 30.1673, | |
| "eval_samples_per_second": 73.026, | |
| "eval_steps_per_second": 18.265, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.13383041774208967, | |
| "grad_norm": 0.2496359497308731, | |
| "learning_rate": 0.00019493976084683813, | |
| "loss": 0.0113, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 0.15294904884810248, | |
| "grad_norm": 0.31606459617614746, | |
| "learning_rate": 0.00019313361774523385, | |
| "loss": 0.009, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 0.1720676799541153, | |
| "grad_norm": 0.014868668280541897, | |
| "learning_rate": 0.00019106347728549135, | |
| "loss": 0.0078, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 0.1720676799541153, | |
| "eval_loss": 0.009437955915927887, | |
| "eval_runtime": 29.8773, | |
| "eval_samples_per_second": 73.735, | |
| "eval_steps_per_second": 18.442, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 0.1911863110601281, | |
| "grad_norm": 0.4325007498264313, | |
| "learning_rate": 0.00018873520750565718, | |
| "loss": 0.0154, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 0.2103049421661409, | |
| "grad_norm": 0.10329019278287888, | |
| "learning_rate": 0.0001861554081393806, | |
| "loss": 0.0075, | |
| "step": 550 | |
| }, | |
| { | |
| "epoch": 0.2294235732721537, | |
| "grad_norm": 0.2479812651872635, | |
| "learning_rate": 0.0001833313919082515, | |
| "loss": 0.0054, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 0.2294235732721537, | |
| "eval_loss": 0.008098677732050419, | |
| "eval_runtime": 29.9919, | |
| "eval_samples_per_second": 73.453, | |
| "eval_steps_per_second": 18.372, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 0.24854220437816651, | |
| "grad_norm": 0.18240171670913696, | |
| "learning_rate": 0.00018027116379309638, | |
| "loss": 0.0072, | |
| "step": 650 | |
| }, | |
| { | |
| "epoch": 0.26766083548417935, | |
| "grad_norm": 0.6388723850250244, | |
| "learning_rate": 0.00017698339834299061, | |
| "loss": 0.0047, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 0.28677946659019216, | |
| "grad_norm": 0.02707633562386036, | |
| "learning_rate": 0.00017347741508630672, | |
| "loss": 0.0036, | |
| "step": 750 | |
| }, | |
| { | |
| "epoch": 0.28677946659019216, | |
| "eval_loss": 0.006791761610656977, | |
| "eval_runtime": 29.9126, | |
| "eval_samples_per_second": 73.648, | |
| "eval_steps_per_second": 18.42, | |
| "step": 750 | |
| }, | |
| { | |
| "epoch": 0.30589809769620496, | |
| "grad_norm": 0.6211602091789246, | |
| "learning_rate": 0.0001697631521134985, | |
| "loss": 0.0082, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 0.32501672880221777, | |
| "grad_norm": 0.19684000313282013, | |
| "learning_rate": 0.00016585113790650388, | |
| "loss": 0.0081, | |
| "step": 850 | |
| }, | |
| { | |
| "epoch": 0.3441353599082306, | |
| "grad_norm": 1.4358758926391602, | |
| "learning_rate": 0.0001617524614946192, | |
| "loss": 0.0049, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 0.3441353599082306, | |
| "eval_loss": 0.006424758583307266, | |
| "eval_runtime": 30.1736, | |
| "eval_samples_per_second": 73.011, | |
| "eval_steps_per_second": 18.261, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 0.3632539910142434, | |
| "grad_norm": 0.18068476021289825, | |
| "learning_rate": 0.0001574787410214407, | |
| "loss": 0.0075, | |
| "step": 950 | |
| }, | |
| { | |
| "epoch": 0.3823726221202562, | |
| "grad_norm": 0.35232096910476685, | |
| "learning_rate": 0.00015304209081197425, | |
| "loss": 0.0055, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 0.401491253226269, | |
| "grad_norm": 0.037342701107263565, | |
| "learning_rate": 0.00014845508703326504, | |
| "loss": 0.0064, | |
| "step": 1050 | |
| }, | |
| { | |
| "epoch": 0.401491253226269, | |
| "eval_loss": 0.006933907046914101, | |
| "eval_runtime": 29.8157, | |
| "eval_samples_per_second": 73.887, | |
| "eval_steps_per_second": 18.48, | |
| "step": 1050 | |
| }, | |
| { | |
| "epoch": 0.4206098843322818, | |
| "grad_norm": 0.15965907275676727, | |
| "learning_rate": 0.00014373073204588556, | |
| "loss": 0.0029, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 0.4397285154382946, | |
| "grad_norm": 0.2774678170681, | |
| "learning_rate": 0.00013888241754733208, | |
| "loss": 0.003, | |
| "step": 1150 | |
| }, | |
| { | |
| "epoch": 0.4588471465443074, | |
| "grad_norm": 0.23319095373153687, | |
| "learning_rate": 0.00013392388661180303, | |
| "loss": 0.0059, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 0.4588471465443074, | |
| "eval_loss": 0.005617051851004362, | |
| "eval_runtime": 29.8717, | |
| "eval_samples_per_second": 73.749, | |
| "eval_steps_per_second": 18.446, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 0.4779657776503202, | |
| "grad_norm": 0.16849285364151, | |
| "learning_rate": 0.0001288691947339621, | |
| "loss": 0.0027, | |
| "step": 1250 | |
| }, | |
| { | |
| "epoch": 0.49708440875633303, | |
| "grad_norm": 0.0013202859554439783, | |
| "learning_rate": 0.0001237326699871115, | |
| "loss": 0.003, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 0.5162030398623458, | |
| "grad_norm": 0.18088360130786896, | |
| "learning_rate": 0.00011852887240871145, | |
| "loss": 0.0063, | |
| "step": 1350 | |
| }, | |
| { | |
| "epoch": 0.5162030398623458, | |
| "eval_loss": 0.004800805356353521, | |
| "eval_runtime": 29.7879, | |
| "eval_samples_per_second": 73.956, | |
| "eval_steps_per_second": 18.497, | |
| "step": 1350 | |
| }, | |
| { | |
| "epoch": 0.5353216709683587, | |
| "grad_norm": 0.051963359117507935, | |
| "learning_rate": 0.00011327255272837221, | |
| "loss": 0.0029, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 0.5544403020743714, | |
| "grad_norm": 0.1712111085653305, | |
| "learning_rate": 0.00010797861055530831, | |
| "loss": 0.0067, | |
| "step": 1450 | |
| }, | |
| { | |
| "epoch": 0.5735589331803843, | |
| "grad_norm": 0.2981737554073334, | |
| "learning_rate": 0.00010266205214377748, | |
| "loss": 0.0023, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 0.5735589331803843, | |
| "eval_loss": 0.004881248809397221, | |
| "eval_runtime": 29.9998, | |
| "eval_samples_per_second": 73.434, | |
| "eval_steps_per_second": 18.367, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 0.5926775642863971, | |
| "grad_norm": 0.22893473505973816, | |
| "learning_rate": 9.733794785622253e-05, | |
| "loss": 0.0018, | |
| "step": 1550 | |
| }, | |
| { | |
| "epoch": 0.6117961953924099, | |
| "grad_norm": 0.020580679178237915, | |
| "learning_rate": 9.202138944469168e-05, | |
| "loss": 0.0017, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 0.6309148264984227, | |
| "grad_norm": 0.017767922952771187, | |
| "learning_rate": 8.672744727162781e-05, | |
| "loss": 0.002, | |
| "step": 1650 | |
| }, | |
| { | |
| "epoch": 0.6309148264984227, | |
| "eval_loss": 0.003939439542591572, | |
| "eval_runtime": 30.3063, | |
| "eval_samples_per_second": 72.691, | |
| "eval_steps_per_second": 18.181, | |
| "step": 1650 | |
| }, | |
| { | |
| "epoch": 0.6500334576044355, | |
| "grad_norm": 0.12652985751628876, | |
| "learning_rate": 8.147112759128859e-05, | |
| "loss": 0.0019, | |
| "step": 1700 | |
| }, | |
| { | |
| "epoch": 0.6691520887104483, | |
| "grad_norm": 0.09526068717241287, | |
| "learning_rate": 7.626733001288851e-05, | |
| "loss": 0.0032, | |
| "step": 1750 | |
| }, | |
| { | |
| "epoch": 0.6882707198164612, | |
| "grad_norm": 0.004104911349713802, | |
| "learning_rate": 7.113080526603792e-05, | |
| "loss": 0.0041, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 0.6882707198164612, | |
| "eval_loss": 0.004738857503980398, | |
| "eval_runtime": 29.9117, | |
| "eval_samples_per_second": 73.65, | |
| "eval_steps_per_second": 18.421, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 0.7073893509224739, | |
| "grad_norm": 0.1330576241016388, | |
| "learning_rate": 6.607611338819697e-05, | |
| "loss": 0.0063, | |
| "step": 1850 | |
| }, | |
| { | |
| "epoch": 0.7265079820284868, | |
| "grad_norm": 0.01188935898244381, | |
| "learning_rate": 6.111758245266794e-05, | |
| "loss": 0.0015, | |
| "step": 1900 | |
| }, | |
| { | |
| "epoch": 0.7456266131344995, | |
| "grad_norm": 0.16971707344055176, | |
| "learning_rate": 5.626926795411447e-05, | |
| "loss": 0.0067, | |
| "step": 1950 | |
| }, | |
| { | |
| "epoch": 0.7456266131344995, | |
| "eval_loss": 0.003787765046581626, | |
| "eval_runtime": 30.0478, | |
| "eval_samples_per_second": 73.316, | |
| "eval_steps_per_second": 18.337, | |
| "step": 1950 | |
| }, | |
| { | |
| "epoch": 0.7647452442405124, | |
| "grad_norm": 2.171154499053955, | |
| "learning_rate": 5.1544912966734994e-05, | |
| "loss": 0.0114, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 0.7838638753465252, | |
| "grad_norm": 0.24568092823028564, | |
| "learning_rate": 4.695790918802576e-05, | |
| "loss": 0.0067, | |
| "step": 2050 | |
| }, | |
| { | |
| "epoch": 0.802982506452538, | |
| "grad_norm": 0.03622471168637276, | |
| "learning_rate": 4.252125897855932e-05, | |
| "loss": 0.0018, | |
| "step": 2100 | |
| }, | |
| { | |
| "epoch": 0.802982506452538, | |
| "eval_loss": 0.004047640599310398, | |
| "eval_runtime": 30.0363, | |
| "eval_samples_per_second": 73.345, | |
| "eval_steps_per_second": 18.344, | |
| "step": 2100 | |
| }, | |
| { | |
| "epoch": 0.8221011375585509, | |
| "grad_norm": 0.187901109457016, | |
| "learning_rate": 3.824753850538082e-05, | |
| "loss": 0.0058, | |
| "step": 2150 | |
| }, | |
| { | |
| "epoch": 0.8412197686645636, | |
| "grad_norm": 0.015644945204257965, | |
| "learning_rate": 3.414886209349615e-05, | |
| "loss": 0.0015, | |
| "step": 2200 | |
| }, | |
| { | |
| "epoch": 0.8603383997705765, | |
| "grad_norm": 0.4227260947227478, | |
| "learning_rate": 3.0236847886501542e-05, | |
| "loss": 0.0037, | |
| "step": 2250 | |
| }, | |
| { | |
| "epoch": 0.8603383997705765, | |
| "eval_loss": 0.003459322266280651, | |
| "eval_runtime": 29.9077, | |
| "eval_samples_per_second": 73.66, | |
| "eval_steps_per_second": 18.423, | |
| "step": 2250 | |
| }, | |
| { | |
| "epoch": 0.8794570308765892, | |
| "grad_norm": 0.13409237563610077, | |
| "learning_rate": 2.6522584913693294e-05, | |
| "loss": 0.0015, | |
| "step": 2300 | |
| }, | |
| { | |
| "epoch": 0.8985756619826021, | |
| "grad_norm": 0.0020856671035289764, | |
| "learning_rate": 2.301660165700936e-05, | |
| "loss": 0.0014, | |
| "step": 2350 | |
| }, | |
| { | |
| "epoch": 0.9176942930886148, | |
| "grad_norm": 0.03056473471224308, | |
| "learning_rate": 1.9728836206903656e-05, | |
| "loss": 0.0012, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 0.9176942930886148, | |
| "eval_loss": 0.0030398748349398375, | |
| "eval_runtime": 29.8608, | |
| "eval_samples_per_second": 73.776, | |
| "eval_steps_per_second": 18.452, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 0.9368129241946277, | |
| "grad_norm": 0.1219855397939682, | |
| "learning_rate": 1.6668608091748495e-05, | |
| "loss": 0.0035, | |
| "step": 2450 | |
| }, | |
| { | |
| "epoch": 0.9559315553006404, | |
| "grad_norm": 0.20250053703784943, | |
| "learning_rate": 1.3844591860619383e-05, | |
| "loss": 0.003, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 0.9750501864066533, | |
| "grad_norm": 0.2821449041366577, | |
| "learning_rate": 1.1264792494342857e-05, | |
| "loss": 0.0022, | |
| "step": 2550 | |
| }, | |
| { | |
| "epoch": 0.9750501864066533, | |
| "eval_loss": 0.003188605420291424, | |
| "eval_runtime": 30.0058, | |
| "eval_samples_per_second": 73.419, | |
| "eval_steps_per_second": 18.363, | |
| "step": 2550 | |
| }, | |
| { | |
| "epoch": 0.9941688175126661, | |
| "grad_norm": 0.01603296771645546, | |
| "learning_rate": 8.936522714508678e-06, | |
| "loss": 0.0029, | |
| "step": 2600 | |
| }, | |
| { | |
| "epoch": 1.013287448618679, | |
| "grad_norm": 0.08807271718978882, | |
| "learning_rate": 6.866382254766157e-06, | |
| "loss": 0.0008, | |
| "step": 2650 | |
| }, | |
| { | |
| "epoch": 1.0324060797246917, | |
| "grad_norm": 0.0027434879448264837, | |
| "learning_rate": 5.060239153161872e-06, | |
| "loss": 0.0015, | |
| "step": 2700 | |
| }, | |
| { | |
| "epoch": 1.0324060797246917, | |
| "eval_loss": 0.0031755403615534306, | |
| "eval_runtime": 29.9216, | |
| "eval_samples_per_second": 73.626, | |
| "eval_steps_per_second": 18.415, | |
| "step": 2700 | |
| } | |
| ], | |
| "logging_steps": 50, | |
| "max_steps": 3000, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 2, | |
| "save_steps": 150, | |
| "stateful_callbacks": { | |
| "EarlyStoppingCallback": { | |
| "args": { | |
| "early_stopping_patience": 2, | |
| "early_stopping_threshold": 0.0 | |
| }, | |
| "attributes": { | |
| "early_stopping_patience_counter": 2 | |
| } | |
| }, | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": true | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 5.08833717190656e+16, | |
| "train_batch_size": 4, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |