| { | |
| "best_global_step": 600, | |
| "best_metric": 2.3092410564422607, | |
| "best_model_checkpoint": "gpt-oss-20b-depression-detection/checkpoint-600", | |
| "epoch": 1.5969353764157228, | |
| "eval_steps": 100, | |
| "global_step": 600, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "entropy": 3.24503686606884, | |
| "epoch": 0.06662225183211193, | |
| "grad_norm": 2.454188108444214, | |
| "learning_rate": 0.00031578947368421053, | |
| "loss": 3.3772, | |
| "mean_token_accuracy": 0.3810029237344861, | |
| "num_tokens": 35980.0, | |
| "step": 25 | |
| }, | |
| { | |
| "entropy": 2.3023448407649996, | |
| "epoch": 0.13324450366422386, | |
| "grad_norm": 1.2468138933181763, | |
| "learning_rate": 0.0004997072385268466, | |
| "loss": 2.5437, | |
| "mean_token_accuracy": 0.5166339360177516, | |
| "num_tokens": 80261.0, | |
| "step": 50 | |
| }, | |
| { | |
| "entropy": 2.2647578102350234, | |
| "epoch": 0.19986675549633579, | |
| "grad_norm": 1.1340042352676392, | |
| "learning_rate": 0.0004968702467935468, | |
| "loss": 2.5339, | |
| "mean_token_accuracy": 0.5262378923594951, | |
| "num_tokens": 120732.0, | |
| "step": 75 | |
| }, | |
| { | |
| "entropy": 2.384706051647663, | |
| "epoch": 0.2664890073284477, | |
| "grad_norm": 1.2488991022109985, | |
| "learning_rate": 0.0004910491498244077, | |
| "loss": 2.5944, | |
| "mean_token_accuracy": 0.502809617370367, | |
| "num_tokens": 164621.0, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.2664890073284477, | |
| "eval_entropy": 2.310890290975571, | |
| "eval_loss": 2.350224256515503, | |
| "eval_mean_token_accuracy": 0.5086323776245117, | |
| "eval_num_tokens": 164621.0, | |
| "eval_runtime": 198.3169, | |
| "eval_samples_per_second": 5.042, | |
| "eval_steps_per_second": 5.042, | |
| "step": 100 | |
| }, | |
| { | |
| "entropy": 2.2780907002091406, | |
| "epoch": 0.3331112591605596, | |
| "grad_norm": 1.2890889644622803, | |
| "learning_rate": 0.0004823143115704097, | |
| "loss": 2.4955, | |
| "mean_token_accuracy": 0.5228405058383941, | |
| "num_tokens": 202317.0, | |
| "step": 125 | |
| }, | |
| { | |
| "entropy": 2.252679335474968, | |
| "epoch": 0.39973351099267157, | |
| "grad_norm": 1.3215383291244507, | |
| "learning_rate": 0.0004707713165517877, | |
| "loss": 2.5347, | |
| "mean_token_accuracy": 0.5338048176467418, | |
| "num_tokens": 242702.0, | |
| "step": 150 | |
| }, | |
| { | |
| "entropy": 2.2355666947364807, | |
| "epoch": 0.46635576282478347, | |
| "grad_norm": 1.1142017841339111, | |
| "learning_rate": 0.00045655969357899875, | |
| "loss": 2.5003, | |
| "mean_token_accuracy": 0.5333976492285728, | |
| "num_tokens": 278791.0, | |
| "step": 175 | |
| }, | |
| { | |
| "entropy": 2.2577033042907715, | |
| "epoch": 0.5329780146568954, | |
| "grad_norm": 0.8657254576683044, | |
| "learning_rate": 0.0004398512291636768, | |
| "loss": 2.5257, | |
| "mean_token_accuracy": 0.5266946247220039, | |
| "num_tokens": 318029.0, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.5329780146568954, | |
| "eval_entropy": 2.2311146975159644, | |
| "eval_loss": 2.343594789505005, | |
| "eval_mean_token_accuracy": 0.5092586134076118, | |
| "eval_num_tokens": 318029.0, | |
| "eval_runtime": 198.601, | |
| "eval_samples_per_second": 5.035, | |
| "eval_steps_per_second": 5.035, | |
| "step": 200 | |
| }, | |
| { | |
| "entropy": 2.3073052656650543, | |
| "epoch": 0.5996002664890073, | |
| "grad_norm": 1.1857596635818481, | |
| "learning_rate": 0.00042084789100663714, | |
| "loss": 2.5791, | |
| "mean_token_accuracy": 0.5132052838802338, | |
| "num_tokens": 358254.0, | |
| "step": 225 | |
| }, | |
| { | |
| "entropy": 2.3000676898658274, | |
| "epoch": 0.6662225183211192, | |
| "grad_norm": 1.1998451948165894, | |
| "learning_rate": 0.0003997793866632835, | |
| "loss": 2.5177, | |
| "mean_token_accuracy": 0.5144143861532211, | |
| "num_tokens": 400981.0, | |
| "step": 250 | |
| }, | |
| { | |
| "entropy": 2.27166977584362, | |
| "epoch": 0.7328447701532311, | |
| "grad_norm": 0.8986361026763916, | |
| "learning_rate": 0.000376900386896654, | |
| "loss": 2.5648, | |
| "mean_token_accuracy": 0.5221457535028458, | |
| "num_tokens": 442783.0, | |
| "step": 275 | |
| }, | |
| { | |
| "entropy": 2.3170408844947814, | |
| "epoch": 0.7994670219853431, | |
| "grad_norm": 1.1080683469772339, | |
| "learning_rate": 0.00035248744728151344, | |
| "loss": 2.578, | |
| "mean_token_accuracy": 0.5194095669686795, | |
| "num_tokens": 482598.0, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.7994670219853431, | |
| "eval_entropy": 2.3874710043668745, | |
| "eval_loss": 2.3318331241607666, | |
| "eval_mean_token_accuracy": 0.5110126642882824, | |
| "eval_num_tokens": 482598.0, | |
| "eval_runtime": 198.6133, | |
| "eval_samples_per_second": 5.035, | |
| "eval_steps_per_second": 5.035, | |
| "step": 300 | |
| }, | |
| { | |
| "entropy": 2.291095963716507, | |
| "epoch": 0.866089273817455, | |
| "grad_norm": 1.20793879032135, | |
| "learning_rate": 0.00032683566527036574, | |
| "loss": 2.5405, | |
| "mean_token_accuracy": 0.5264704664051533, | |
| "num_tokens": 523311.0, | |
| "step": 325 | |
| }, | |
| { | |
| "entropy": 2.3025157406926153, | |
| "epoch": 0.9327115256495669, | |
| "grad_norm": 1.2968449592590332, | |
| "learning_rate": 0.00030025511312992733, | |
| "loss": 2.5486, | |
| "mean_token_accuracy": 0.519840395450592, | |
| "num_tokens": 564020.0, | |
| "step": 350 | |
| }, | |
| { | |
| "entropy": 2.20314584761858, | |
| "epoch": 0.9993337774816788, | |
| "grad_norm": 1.0814260244369507, | |
| "learning_rate": 0.0002730670898658255, | |
| "loss": 2.4991, | |
| "mean_token_accuracy": 0.5384732019901276, | |
| "num_tokens": 603285.0, | |
| "step": 375 | |
| }, | |
| { | |
| "entropy": 2.14934338091575, | |
| "epoch": 1.0639573617588274, | |
| "grad_norm": 1.1806567907333374, | |
| "learning_rate": 0.00024560023744131163, | |
| "loss": 2.3871, | |
| "mean_token_accuracy": 0.5480183097197837, | |
| "num_tokens": 641871.0, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 1.0639573617588274, | |
| "eval_entropy": 2.133557476878166, | |
| "eval_loss": 2.323554277420044, | |
| "eval_mean_token_accuracy": 0.5134236664175987, | |
| "eval_num_tokens": 641871.0, | |
| "eval_runtime": 198.3508, | |
| "eval_samples_per_second": 5.042, | |
| "eval_steps_per_second": 5.042, | |
| "step": 400 | |
| }, | |
| { | |
| "entropy": 2.1422861018776893, | |
| "epoch": 1.1305796135909394, | |
| "grad_norm": 1.1475857496261597, | |
| "learning_rate": 0.0002181865682361542, | |
| "loss": 2.3492, | |
| "mean_token_accuracy": 0.5404227763414383, | |
| "num_tokens": 684830.0, | |
| "step": 425 | |
| }, | |
| { | |
| "entropy": 2.206546678543091, | |
| "epoch": 1.1972018654230512, | |
| "grad_norm": 1.206028938293457, | |
| "learning_rate": 0.00019115745176478944, | |
| "loss": 2.3688, | |
| "mean_token_accuracy": 0.5313847596943378, | |
| "num_tokens": 723212.0, | |
| "step": 450 | |
| }, | |
| { | |
| "entropy": 2.1671278363466264, | |
| "epoch": 1.2638241172551632, | |
| "grad_norm": 1.1863069534301758, | |
| "learning_rate": 0.00016483960916526414, | |
| "loss": 2.3838, | |
| "mean_token_accuracy": 0.5400173373520374, | |
| "num_tokens": 768577.0, | |
| "step": 475 | |
| }, | |
| { | |
| "entropy": 2.1349931293725968, | |
| "epoch": 1.3304463690872752, | |
| "grad_norm": 0.9461486339569092, | |
| "learning_rate": 0.0001395511638765804, | |
| "loss": 2.323, | |
| "mean_token_accuracy": 0.5418752540647983, | |
| "num_tokens": 809245.0, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 1.3304463690872752, | |
| "eval_entropy": 2.243591215968132, | |
| "eval_loss": 2.3116395473480225, | |
| "eval_mean_token_accuracy": 0.5138829910159111, | |
| "eval_num_tokens": 809245.0, | |
| "eval_runtime": 198.4593, | |
| "eval_samples_per_second": 5.039, | |
| "eval_steps_per_second": 5.039, | |
| "step": 500 | |
| }, | |
| { | |
| "entropy": 2.086217446625233, | |
| "epoch": 1.397068620919387, | |
| "grad_norm": 1.2557684183120728, | |
| "learning_rate": 0.00011559779624285562, | |
| "loss": 2.351, | |
| "mean_token_accuracy": 0.5539429695904254, | |
| "num_tokens": 848203.0, | |
| "step": 525 | |
| }, | |
| { | |
| "entropy": 2.1425654873251916, | |
| "epoch": 1.463690872751499, | |
| "grad_norm": 1.4949860572814941, | |
| "learning_rate": 9.326904852647344e-05, | |
| "loss": 2.3622, | |
| "mean_token_accuracy": 0.5448546643555164, | |
| "num_tokens": 888372.0, | |
| "step": 550 | |
| }, | |
| { | |
| "entropy": 2.138375435769558, | |
| "epoch": 1.530313124583611, | |
| "grad_norm": 1.079410195350647, | |
| "learning_rate": 7.283482499429295e-05, | |
| "loss": 2.361, | |
| "mean_token_accuracy": 0.5505425909161568, | |
| "num_tokens": 928674.0, | |
| "step": 575 | |
| }, | |
| { | |
| "entropy": 2.126588108241558, | |
| "epoch": 1.5969353764157228, | |
| "grad_norm": 1.149130940437317, | |
| "learning_rate": 5.454212938299255e-05, | |
| "loss": 2.3546, | |
| "mean_token_accuracy": 0.5477004034817219, | |
| "num_tokens": 968761.0, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 1.5969353764157228, | |
| "eval_entropy": 2.201212148785591, | |
| "eval_loss": 2.3092410564422607, | |
| "eval_mean_token_accuracy": 0.5150551037490367, | |
| "eval_num_tokens": 968761.0, | |
| "eval_runtime": 198.5206, | |
| "eval_samples_per_second": 5.037, | |
| "eval_steps_per_second": 5.037, | |
| "step": 600 | |
| } | |
| ], | |
| "logging_steps": 25, | |
| "max_steps": 752, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 2, | |
| "save_steps": 200, | |
| "stateful_callbacks": { | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": false | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 1.1829472171823347e+17, | |
| "train_batch_size": 1, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |