Qwen3-44M-A11M-TinyStories / trainer_state.json
C10X's picture
Upload trainer_state.json with huggingface_hub
9e6b678 verified
{
"best_global_step": 925,
"best_metric": 3.4105401039123535,
"best_model_checkpoint": "./qwen3moe_tinystories_sft_global_balance/checkpoint-925",
"epoch": 0.9991915925626516,
"eval_steps": 25,
"global_step": 927,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.026946914578280787,
"eval_loss": 10.00758171081543,
"eval_runtime": 119.3793,
"eval_samples_per_second": 104.708,
"eval_steps_per_second": 6.551,
"step": 25
},
{
"epoch": 0.05389382915656157,
"eval_loss": 8.949356079101562,
"eval_runtime": 118.7415,
"eval_samples_per_second": 105.271,
"eval_steps_per_second": 6.586,
"step": 50
},
{
"epoch": 0.08084074373484236,
"eval_loss": 7.982501029968262,
"eval_runtime": 118.833,
"eval_samples_per_second": 105.19,
"eval_steps_per_second": 6.581,
"step": 75
},
{
"epoch": 0.10778765831312315,
"grad_norm": 1888245.875,
"learning_rate": 4.99936149886953e-05,
"loss": 8.9553,
"step": 100
},
{
"epoch": 0.10778765831312315,
"eval_loss": 6.839597702026367,
"eval_runtime": 119.3075,
"eval_samples_per_second": 104.771,
"eval_steps_per_second": 6.554,
"step": 100
},
{
"epoch": 0.13473457289140395,
"eval_loss": 5.939998149871826,
"eval_runtime": 118.9201,
"eval_samples_per_second": 105.113,
"eval_steps_per_second": 6.576,
"step": 125
},
{
"epoch": 0.16168148746968472,
"eval_loss": 5.392858982086182,
"eval_runtime": 118.6142,
"eval_samples_per_second": 105.384,
"eval_steps_per_second": 6.593,
"step": 150
},
{
"epoch": 0.18862840204796552,
"eval_loss": 5.082247734069824,
"eval_runtime": 118.3215,
"eval_samples_per_second": 105.644,
"eval_steps_per_second": 6.609,
"step": 175
},
{
"epoch": 0.2155753166262463,
"grad_norm": 1668651.875,
"learning_rate": 4.8033420018832464e-05,
"loss": 5.5612,
"step": 200
},
{
"epoch": 0.2155753166262463,
"eval_loss": 4.85417366027832,
"eval_runtime": 118.337,
"eval_samples_per_second": 105.631,
"eval_steps_per_second": 6.608,
"step": 200
},
{
"epoch": 0.2425222312045271,
"eval_loss": 4.635244846343994,
"eval_runtime": 118.9352,
"eval_samples_per_second": 105.099,
"eval_steps_per_second": 6.575,
"step": 225
},
{
"epoch": 0.2694691457828079,
"eval_loss": 4.44834566116333,
"eval_runtime": 119.5901,
"eval_samples_per_second": 104.524,
"eval_steps_per_second": 6.539,
"step": 250
},
{
"epoch": 0.29641606036108864,
"eval_loss": 4.313559532165527,
"eval_runtime": 119.4227,
"eval_samples_per_second": 104.67,
"eval_steps_per_second": 6.548,
"step": 275
},
{
"epoch": 0.32336297493936944,
"grad_norm": 1884736.25,
"learning_rate": 4.28433581375477e-05,
"loss": 4.4829,
"step": 300
},
{
"epoch": 0.32336297493936944,
"eval_loss": 4.1981892585754395,
"eval_runtime": 118.721,
"eval_samples_per_second": 105.289,
"eval_steps_per_second": 6.587,
"step": 300
},
{
"epoch": 0.35030988951765024,
"eval_loss": 4.093081951141357,
"eval_runtime": 119.1798,
"eval_samples_per_second": 104.884,
"eval_steps_per_second": 6.562,
"step": 325
},
{
"epoch": 0.37725680409593104,
"eval_loss": 3.997279405593872,
"eval_runtime": 118.6147,
"eval_samples_per_second": 105.383,
"eval_steps_per_second": 6.593,
"step": 350
},
{
"epoch": 0.4042037186742118,
"eval_loss": 3.9050540924072266,
"eval_runtime": 119.2145,
"eval_samples_per_second": 104.853,
"eval_steps_per_second": 6.56,
"step": 375
},
{
"epoch": 0.4311506332524926,
"grad_norm": 1581947.375,
"learning_rate": 3.515120703156264e-05,
"loss": 4.0105,
"step": 400
},
{
"epoch": 0.4311506332524926,
"eval_loss": 3.8343873023986816,
"eval_runtime": 119.1988,
"eval_samples_per_second": 104.867,
"eval_steps_per_second": 6.56,
"step": 400
},
{
"epoch": 0.4580975478307734,
"eval_loss": 3.7698652744293213,
"eval_runtime": 119.2112,
"eval_samples_per_second": 104.856,
"eval_steps_per_second": 6.56,
"step": 425
},
{
"epoch": 0.4850444624090542,
"eval_loss": 3.7166643142700195,
"eval_runtime": 118.5648,
"eval_samples_per_second": 105.428,
"eval_steps_per_second": 6.596,
"step": 450
},
{
"epoch": 0.511991376987335,
"eval_loss": 3.672928810119629,
"eval_runtime": 118.4066,
"eval_samples_per_second": 105.568,
"eval_steps_per_second": 6.604,
"step": 475
},
{
"epoch": 0.5389382915656158,
"grad_norm": 1558245.625,
"learning_rate": 2.6035600456288573e-05,
"loss": 3.7286,
"step": 500
},
{
"epoch": 0.5389382915656158,
"eval_loss": 3.632558822631836,
"eval_runtime": 118.4745,
"eval_samples_per_second": 105.508,
"eval_steps_per_second": 6.601,
"step": 500
},
{
"epoch": 0.5658852061438965,
"eval_loss": 3.5953712463378906,
"eval_runtime": 118.8897,
"eval_samples_per_second": 105.139,
"eval_steps_per_second": 6.578,
"step": 525
},
{
"epoch": 0.5928321207221773,
"eval_loss": 3.5634474754333496,
"eval_runtime": 118.8661,
"eval_samples_per_second": 105.16,
"eval_steps_per_second": 6.579,
"step": 550
},
{
"epoch": 0.6197790353004581,
"eval_loss": 3.5363874435424805,
"eval_runtime": 118.8906,
"eval_samples_per_second": 105.139,
"eval_steps_per_second": 6.577,
"step": 575
},
{
"epoch": 0.6467259498787389,
"grad_norm": 2365406.75,
"learning_rate": 1.677477655573303e-05,
"loss": 3.5716,
"step": 600
},
{
"epoch": 0.6467259498787389,
"eval_loss": 3.5141489505767822,
"eval_runtime": 119.2494,
"eval_samples_per_second": 104.822,
"eval_steps_per_second": 6.558,
"step": 600
},
{
"epoch": 0.6736728644570197,
"eval_loss": 3.4942786693573,
"eval_runtime": 119.25,
"eval_samples_per_second": 104.822,
"eval_steps_per_second": 6.558,
"step": 625
},
{
"epoch": 0.7006197790353005,
"eval_loss": 3.4765748977661133,
"eval_runtime": 119.4591,
"eval_samples_per_second": 104.638,
"eval_steps_per_second": 6.546,
"step": 650
},
{
"epoch": 0.7275666936135813,
"eval_loss": 3.4616143703460693,
"eval_runtime": 119.3357,
"eval_samples_per_second": 104.746,
"eval_steps_per_second": 6.553,
"step": 675
},
{
"epoch": 0.7545136081918621,
"grad_norm": 1150363.875,
"learning_rate": 8.667336608579487e-06,
"loss": 3.4819,
"step": 700
},
{
"epoch": 0.7545136081918621,
"eval_loss": 3.44948410987854,
"eval_runtime": 119.0441,
"eval_samples_per_second": 105.003,
"eval_steps_per_second": 6.569,
"step": 700
},
{
"epoch": 0.7814605227701428,
"eval_loss": 3.4393043518066406,
"eval_runtime": 119.2449,
"eval_samples_per_second": 104.826,
"eval_steps_per_second": 6.558,
"step": 725
},
{
"epoch": 0.8084074373484236,
"eval_loss": 3.4311933517456055,
"eval_runtime": 119.1259,
"eval_samples_per_second": 104.931,
"eval_steps_per_second": 6.564,
"step": 750
},
{
"epoch": 0.8353543519267044,
"eval_loss": 3.4240500926971436,
"eval_runtime": 119.3094,
"eval_samples_per_second": 104.77,
"eval_steps_per_second": 6.554,
"step": 775
},
{
"epoch": 0.8623012665049852,
"grad_norm": 915389.0,
"learning_rate": 2.8501483487659216e-06,
"loss": 3.441,
"step": 800
},
{
"epoch": 0.8623012665049852,
"eval_loss": 3.4186859130859375,
"eval_runtime": 119.0028,
"eval_samples_per_second": 105.04,
"eval_steps_per_second": 6.571,
"step": 800
},
{
"epoch": 0.889248181083266,
"eval_loss": 3.4150524139404297,
"eval_runtime": 119.1835,
"eval_samples_per_second": 104.88,
"eval_steps_per_second": 6.561,
"step": 825
},
{
"epoch": 0.9161950956615468,
"eval_loss": 3.4126269817352295,
"eval_runtime": 118.5462,
"eval_samples_per_second": 105.444,
"eval_steps_per_second": 6.597,
"step": 850
},
{
"epoch": 0.9431420102398276,
"eval_loss": 3.411245107650757,
"eval_runtime": 118.0843,
"eval_samples_per_second": 105.857,
"eval_steps_per_second": 6.622,
"step": 875
},
{
"epoch": 0.9700889248181084,
"grad_norm": 827701.4375,
"learning_rate": 1.38928411621439e-07,
"loss": 3.4196,
"step": 900
},
{
"epoch": 0.9700889248181084,
"eval_loss": 3.410634994506836,
"eval_runtime": 118.1249,
"eval_samples_per_second": 105.82,
"eval_steps_per_second": 6.62,
"step": 900
},
{
"epoch": 0.9970358393963891,
"eval_loss": 3.4105401039123535,
"eval_runtime": 118.8199,
"eval_samples_per_second": 105.201,
"eval_steps_per_second": 6.581,
"step": 925
}
],
"logging_steps": 100,
"max_steps": 927,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 25,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 2.071708034936832e+16,
"train_batch_size": 16,
"trial_name": null,
"trial_params": null
}