CodeIsAbstract's picture
Training in progress, step 500, checkpoint
6da1f4a verified
Raw History Blame Contribute Delete
10.5 kB
{
"best_global_step": null,
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.07142857142857142,
"eval_steps": 100,
"global_step": 500,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0014285714285714286,
"grad_norm": 160.0,
"learning_rate": 5.399999999999999e-05,
"loss": 3.334370803833008,
"step": 10
},
{
"epoch": 0.002857142857142857,
"grad_norm": 143.0,
"learning_rate": 0.00011399999999999999,
"loss": 3.312285232543945,
"step": 20
},
{
"epoch": 0.004285714285714286,
"grad_norm": 91.0,
"learning_rate": 0.00017399999999999997,
"loss": 3.3183692932128905,
"step": 30
},
{
"epoch": 0.005714285714285714,
"grad_norm": 306.0,
"learning_rate": 0.000234,
"loss": 3.232763671875,
"step": 40
},
{
"epoch": 0.007142857142857143,
"grad_norm": 114.5,
"learning_rate": 0.000294,
"loss": 3.1770435333251954,
"step": 50
},
{
"epoch": 0.008571428571428572,
"grad_norm": 148.0,
"learning_rate": 0.00029999875870267496,
"loss": 3.1800256729125977,
"step": 60
},
{
"epoch": 0.01,
"grad_norm": 25.0,
"learning_rate": 0.0002999944678247173,
"loss": 3.166558837890625,
"step": 70
},
{
"epoch": 0.011428571428571429,
"grad_norm": 22.75,
"learning_rate": 0.0002999871121291227,
"loss": 3.203672409057617,
"step": 80
},
{
"epoch": 0.012857142857142857,
"grad_norm": 6.4375,
"learning_rate": 0.00029997669176618923,
"loss": 3.155362129211426,
"step": 90
},
{
"epoch": 0.014285714285714285,
"grad_norm": 142.0,
"learning_rate": 0.0002999632069488347,
"loss": 3.1418533325195312,
"step": 100
},
{
"epoch": 0.014285714285714285,
"eval_loss": 3.406630277633667,
"eval_runtime": 4.5564,
"eval_samples_per_second": 65.402,
"eval_steps_per_second": 3.731,
"step": 100
},
{
"epoch": 0.015714285714285715,
"grad_norm": 200.0,
"learning_rate": 0.00029994665795259274,
"loss": 3.106761932373047,
"step": 110
},
{
"epoch": 0.017142857142857144,
"grad_norm": 193.0,
"learning_rate": 0.0002999270451156068,
"loss": 3.1113397598266603,
"step": 120
},
{
"epoch": 0.018571428571428572,
"grad_norm": 39.5,
"learning_rate": 0.0002999043688386235,
"loss": 3.0628725051879884,
"step": 130
},
{
"epoch": 0.02,
"grad_norm": 3.125,
"learning_rate": 0.0002998786295849843,
"loss": 3.030979347229004,
"step": 140
},
{
"epoch": 0.02142857142857143,
"grad_norm": 10.0625,
"learning_rate": 0.000299849827880616,
"loss": 3.0148197174072267,
"step": 150
},
{
"epoch": 0.022857142857142857,
"grad_norm": 4.03125,
"learning_rate": 0.00029981796431402015,
"loss": 2.963352394104004,
"step": 160
},
{
"epoch": 0.024285714285714285,
"grad_norm": 28.5,
"learning_rate": 0.0002997830395362608,
"loss": 2.951630401611328,
"step": 170
},
{
"epoch": 0.025714285714285714,
"grad_norm": 5.15625,
"learning_rate": 0.00029974505426095166,
"loss": 2.903683662414551,
"step": 180
},
{
"epoch": 0.027142857142857142,
"grad_norm": 2.359375,
"learning_rate": 0.0002997040092642407,
"loss": 2.911179542541504,
"step": 190
},
{
"epoch": 0.02857142857142857,
"grad_norm": 1.484375,
"learning_rate": 0.00029965990538479526,
"loss": 2.8417181015014648,
"step": 200
},
{
"epoch": 0.02857142857142857,
"eval_loss": 3.159050703048706,
"eval_runtime": 4.4564,
"eval_samples_per_second": 66.87,
"eval_steps_per_second": 3.815,
"step": 200
},
{
"epoch": 0.03,
"grad_norm": 1.515625,
"learning_rate": 0.0002996127435237841,
"loss": 2.815742301940918,
"step": 210
},
{
"epoch": 0.03142857142857143,
"grad_norm": 1.71875,
"learning_rate": 0.0002995625246448595,
"loss": 2.7929365158081056,
"step": 220
},
{
"epoch": 0.032857142857142856,
"grad_norm": 0.765625,
"learning_rate": 0.00029950924977413735,
"loss": 2.7637331008911135,
"step": 230
},
{
"epoch": 0.03428571428571429,
"grad_norm": 0.609375,
"learning_rate": 0.0002994529200001762,
"loss": 2.73776912689209,
"step": 240
},
{
"epoch": 0.03571428571428571,
"grad_norm": 1.5703125,
"learning_rate": 0.00029939353647395506,
"loss": 2.723506736755371,
"step": 250
},
{
"epoch": 0.037142857142857144,
"grad_norm": 0.66015625,
"learning_rate": 0.00029933110040884987,
"loss": 2.6915863037109373,
"step": 260
},
{
"epoch": 0.03857142857142857,
"grad_norm": 0.9609375,
"learning_rate": 0.00029926561308060874,
"loss": 2.663774871826172,
"step": 270
},
{
"epoch": 0.04,
"grad_norm": 0.65234375,
"learning_rate": 0.00029919707582732577,
"loss": 2.6552204132080077,
"step": 280
},
{
"epoch": 0.041428571428571426,
"grad_norm": 0.1708984375,
"learning_rate": 0.0002991254900494139,
"loss": 2.6489795684814452,
"step": 290
},
{
"epoch": 0.04285714285714286,
"grad_norm": 0.984375,
"learning_rate": 0.000299050857209576,
"loss": 2.6665163040161133,
"step": 300
},
{
"epoch": 0.04285714285714286,
"eval_loss": 3.0404820442199707,
"eval_runtime": 4.4652,
"eval_samples_per_second": 66.739,
"eval_steps_per_second": 3.807,
"step": 300
},
{
"epoch": 0.04428571428571428,
"grad_norm": 1.2890625,
"learning_rate": 0.00029897317883277537,
"loss": 2.6572853088378907,
"step": 310
},
{
"epoch": 0.045714285714285714,
"grad_norm": 0.2265625,
"learning_rate": 0.00029889245650620413,
"loss": 2.642633056640625,
"step": 320
},
{
"epoch": 0.047142857142857146,
"grad_norm": 0.6484375,
"learning_rate": 0.0002988086918792514,
"loss": 2.6547801971435545,
"step": 330
},
{
"epoch": 0.04857142857142857,
"grad_norm": 4.625,
"learning_rate": 0.0002987218866634688,
"loss": 2.651763153076172,
"step": 340
},
{
"epoch": 0.05,
"grad_norm": 0.2275390625,
"learning_rate": 0.00029863204263253624,
"loss": 2.635426902770996,
"step": 350
},
{
"epoch": 0.05142857142857143,
"grad_norm": 0.11328125,
"learning_rate": 0.0002985391616222252,
"loss": 2.6323591232299806,
"step": 360
},
{
"epoch": 0.05285714285714286,
"grad_norm": 3.125,
"learning_rate": 0.0002984432455303614,
"loss": 2.655726432800293,
"step": 370
},
{
"epoch": 0.054285714285714284,
"grad_norm": 0.3359375,
"learning_rate": 0.00029834429631678597,
"loss": 2.6482254028320313,
"step": 380
},
{
"epoch": 0.055714285714285716,
"grad_norm": 0.54296875,
"learning_rate": 0.00029824231600331547,
"loss": 2.6480077743530273,
"step": 390
},
{
"epoch": 0.05714285714285714,
"grad_norm": 0.166015625,
"learning_rate": 0.0002981373066737005,
"loss": 2.6565391540527346,
"step": 400
},
{
"epoch": 0.05714285714285714,
"eval_loss": 3.0312750339508057,
"eval_runtime": 4.4433,
"eval_samples_per_second": 67.068,
"eval_steps_per_second": 3.826,
"step": 400
},
{
"epoch": 0.05857142857142857,
"grad_norm": 0.255859375,
"learning_rate": 0.0002980292704735831,
"loss": 2.663307762145996,
"step": 410
},
{
"epoch": 0.06,
"grad_norm": 0.0966796875,
"learning_rate": 0.00029791820961045317,
"loss": 2.6410280227661134,
"step": 420
},
{
"epoch": 0.06142857142857143,
"grad_norm": 0.3125,
"learning_rate": 0.0002978041263536029,
"loss": 2.6257579803466795,
"step": 430
},
{
"epoch": 0.06285714285714286,
"grad_norm": 0.310546875,
"learning_rate": 0.0002976870230340808,
"loss": 2.650602912902832,
"step": 440
},
{
"epoch": 0.06428571428571428,
"grad_norm": 0.115234375,
"learning_rate": 0.0002975669020446439,
"loss": 2.6274070739746094,
"step": 450
},
{
"epoch": 0.06571428571428571,
"grad_norm": 0.10693359375,
"learning_rate": 0.00029744376583970897,
"loss": 2.629538154602051,
"step": 460
},
{
"epoch": 0.06714285714285714,
"grad_norm": 0.111328125,
"learning_rate": 0.0002973176169353022,
"loss": 2.6362348556518556,
"step": 470
},
{
"epoch": 0.06857142857142857,
"grad_norm": 1.1015625,
"learning_rate": 0.00029718845790900785,
"loss": 2.613158416748047,
"step": 480
},
{
"epoch": 0.07,
"grad_norm": 0.412109375,
"learning_rate": 0.00029705629139991567,
"loss": 2.658156967163086,
"step": 490
},
{
"epoch": 0.07142857142857142,
"grad_norm": 0.42578125,
"learning_rate": 0.000296921120108567,
"loss": 2.6301057815551756,
"step": 500
},
{
"epoch": 0.07142857142857142,
"eval_loss": 3.0305709838867188,
"eval_runtime": 4.4742,
"eval_samples_per_second": 66.604,
"eval_steps_per_second": 3.8,
"step": 500
}
],
"logging_steps": 10,
"max_steps": 7000,
"num_input_tokens_seen": 0,
"num_train_epochs": 9223372036854775807,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 1.63077257428992e+17,
"train_batch_size": 18,
"trial_name": null,
"trial_params": null
}