zlm_b64_le5_s8000 / checkpoint-3000 /trainer_state.json
mikhail-panzo's picture
Training in progress, step 3000, checkpoint
ff211df verified
raw
history blame contribute delete
No virus
12.3 kB
{
"best_metric": 0.4087553322315216,
"best_model_checkpoint": "mikhail-panzo/zlm_b64_le5_s8000/checkpoint-3000",
"epoch": 2.5125628140703515,
"eval_steps": 500,
"global_step": 3000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.04187604690117253,
"grad_norm": 5.415271759033203,
"learning_rate": 2.4000000000000003e-07,
"loss": 1.1819,
"step": 50
},
{
"epoch": 0.08375209380234507,
"grad_norm": 16.256921768188477,
"learning_rate": 4.900000000000001e-07,
"loss": 1.0035,
"step": 100
},
{
"epoch": 0.12562814070351758,
"grad_norm": 3.2439260482788086,
"learning_rate": 7.350000000000001e-07,
"loss": 0.9742,
"step": 150
},
{
"epoch": 0.16750418760469013,
"grad_norm": 4.24526834487915,
"learning_rate": 9.85e-07,
"loss": 0.9361,
"step": 200
},
{
"epoch": 0.20938023450586266,
"grad_norm": 3.625537872314453,
"learning_rate": 1.235e-06,
"loss": 0.8733,
"step": 250
},
{
"epoch": 0.25125628140703515,
"grad_norm": 4.1455464363098145,
"learning_rate": 1.485e-06,
"loss": 0.8471,
"step": 300
},
{
"epoch": 0.2931323283082077,
"grad_norm": 3.164158582687378,
"learning_rate": 1.7350000000000001e-06,
"loss": 0.838,
"step": 350
},
{
"epoch": 0.33500837520938026,
"grad_norm": 4.24931001663208,
"learning_rate": 1.985e-06,
"loss": 0.7467,
"step": 400
},
{
"epoch": 0.3768844221105528,
"grad_norm": 2.332688331604004,
"learning_rate": 2.235e-06,
"loss": 0.7389,
"step": 450
},
{
"epoch": 0.4187604690117253,
"grad_norm": 2.370961904525757,
"learning_rate": 2.4850000000000003e-06,
"loss": 0.7074,
"step": 500
},
{
"epoch": 0.4187604690117253,
"eval_loss": 0.6029486060142517,
"eval_runtime": 220.2253,
"eval_samples_per_second": 38.547,
"eval_steps_per_second": 4.822,
"step": 500
},
{
"epoch": 0.46063651591289784,
"grad_norm": 14.466177940368652,
"learning_rate": 2.7350000000000005e-06,
"loss": 0.6738,
"step": 550
},
{
"epoch": 0.5025125628140703,
"grad_norm": 3.282449722290039,
"learning_rate": 2.9850000000000002e-06,
"loss": 0.6517,
"step": 600
},
{
"epoch": 0.5443886097152428,
"grad_norm": 2.621645212173462,
"learning_rate": 3.2350000000000004e-06,
"loss": 0.6479,
"step": 650
},
{
"epoch": 0.5862646566164154,
"grad_norm": 2.4493019580841064,
"learning_rate": 3.485e-06,
"loss": 0.6321,
"step": 700
},
{
"epoch": 0.628140703517588,
"grad_norm": 1.919048547744751,
"learning_rate": 3.7350000000000002e-06,
"loss": 0.6407,
"step": 750
},
{
"epoch": 0.6700167504187605,
"grad_norm": 2.8260602951049805,
"learning_rate": 3.985000000000001e-06,
"loss": 0.6279,
"step": 800
},
{
"epoch": 0.711892797319933,
"grad_norm": 3.333841323852539,
"learning_rate": 4.235e-06,
"loss": 0.6143,
"step": 850
},
{
"epoch": 0.7537688442211056,
"grad_norm": 1.7883094549179077,
"learning_rate": 4.485e-06,
"loss": 0.5949,
"step": 900
},
{
"epoch": 0.7956448911222781,
"grad_norm": 2.48634934425354,
"learning_rate": 4.735e-06,
"loss": 0.5875,
"step": 950
},
{
"epoch": 0.8375209380234506,
"grad_norm": 5.4277873039245605,
"learning_rate": 4.9850000000000006e-06,
"loss": 0.5916,
"step": 1000
},
{
"epoch": 0.8375209380234506,
"eval_loss": 0.49684029817581177,
"eval_runtime": 219.2621,
"eval_samples_per_second": 38.716,
"eval_steps_per_second": 4.844,
"step": 1000
},
{
"epoch": 0.8793969849246231,
"grad_norm": 2.675995349884033,
"learning_rate": 5.235e-06,
"loss": 0.5676,
"step": 1050
},
{
"epoch": 0.9212730318257957,
"grad_norm": 2.507474422454834,
"learning_rate": 5.485e-06,
"loss": 0.5535,
"step": 1100
},
{
"epoch": 0.9631490787269682,
"grad_norm": 5.360454082489014,
"learning_rate": 5.735e-06,
"loss": 0.569,
"step": 1150
},
{
"epoch": 1.0050251256281406,
"grad_norm": 2.9445533752441406,
"learning_rate": 5.985000000000001e-06,
"loss": 0.5385,
"step": 1200
},
{
"epoch": 1.0469011725293131,
"grad_norm": 2.3764073848724365,
"learning_rate": 6.235000000000001e-06,
"loss": 0.5647,
"step": 1250
},
{
"epoch": 1.0887772194304857,
"grad_norm": 4.364608287811279,
"learning_rate": 6.485000000000001e-06,
"loss": 0.5554,
"step": 1300
},
{
"epoch": 1.1306532663316582,
"grad_norm": 4.688488006591797,
"learning_rate": 6.735000000000001e-06,
"loss": 0.5676,
"step": 1350
},
{
"epoch": 1.1725293132328307,
"grad_norm": 3.0410969257354736,
"learning_rate": 6.985000000000001e-06,
"loss": 0.5374,
"step": 1400
},
{
"epoch": 1.2144053601340032,
"grad_norm": 6.28264856338501,
"learning_rate": 7.235000000000001e-06,
"loss": 0.5275,
"step": 1450
},
{
"epoch": 1.2562814070351758,
"grad_norm": 3.7520318031311035,
"learning_rate": 7.485000000000001e-06,
"loss": 0.5206,
"step": 1500
},
{
"epoch": 1.2562814070351758,
"eval_loss": 0.4592318534851074,
"eval_runtime": 220.2748,
"eval_samples_per_second": 38.538,
"eval_steps_per_second": 4.821,
"step": 1500
},
{
"epoch": 1.2981574539363483,
"grad_norm": 2.9252817630767822,
"learning_rate": 7.735e-06,
"loss": 0.5175,
"step": 1550
},
{
"epoch": 1.3400335008375208,
"grad_norm": 2.6018381118774414,
"learning_rate": 7.985e-06,
"loss": 0.5191,
"step": 1600
},
{
"epoch": 1.3819095477386933,
"grad_norm": 2.215420722961426,
"learning_rate": 8.235e-06,
"loss": 0.5274,
"step": 1650
},
{
"epoch": 1.4237855946398659,
"grad_norm": 2.787269353866577,
"learning_rate": 8.485000000000001e-06,
"loss": 0.5201,
"step": 1700
},
{
"epoch": 1.4656616415410384,
"grad_norm": 3.644702434539795,
"learning_rate": 8.735000000000002e-06,
"loss": 0.5157,
"step": 1750
},
{
"epoch": 1.507537688442211,
"grad_norm": 2.4051408767700195,
"learning_rate": 8.985000000000001e-06,
"loss": 0.5091,
"step": 1800
},
{
"epoch": 1.5494137353433834,
"grad_norm": 3.729388952255249,
"learning_rate": 9.235e-06,
"loss": 0.5134,
"step": 1850
},
{
"epoch": 1.591289782244556,
"grad_norm": 3.360603094100952,
"learning_rate": 9.485000000000002e-06,
"loss": 0.5041,
"step": 1900
},
{
"epoch": 1.6331658291457285,
"grad_norm": 3.6210439205169678,
"learning_rate": 9.735e-06,
"loss": 0.4993,
"step": 1950
},
{
"epoch": 1.675041876046901,
"grad_norm": 2.6245505809783936,
"learning_rate": 9.985000000000002e-06,
"loss": 0.4979,
"step": 2000
},
{
"epoch": 1.675041876046901,
"eval_loss": 0.4388435482978821,
"eval_runtime": 220.5956,
"eval_samples_per_second": 38.482,
"eval_steps_per_second": 4.814,
"step": 2000
},
{
"epoch": 1.7169179229480735,
"grad_norm": 3.5152196884155273,
"learning_rate": 9.921666666666667e-06,
"loss": 0.4917,
"step": 2050
},
{
"epoch": 1.758793969849246,
"grad_norm": 2.4508583545684814,
"learning_rate": 9.838333333333334e-06,
"loss": 0.5161,
"step": 2100
},
{
"epoch": 1.8006700167504186,
"grad_norm": 3.44022536277771,
"learning_rate": 9.755e-06,
"loss": 0.4933,
"step": 2150
},
{
"epoch": 1.8425460636515911,
"grad_norm": 2.480679512023926,
"learning_rate": 9.671666666666668e-06,
"loss": 0.4983,
"step": 2200
},
{
"epoch": 1.8844221105527639,
"grad_norm": 2.595881462097168,
"learning_rate": 9.588333333333334e-06,
"loss": 0.4797,
"step": 2250
},
{
"epoch": 1.9262981574539364,
"grad_norm": 2.0328593254089355,
"learning_rate": 9.505000000000001e-06,
"loss": 0.483,
"step": 2300
},
{
"epoch": 1.968174204355109,
"grad_norm": 3.7075388431549072,
"learning_rate": 9.421666666666668e-06,
"loss": 0.4922,
"step": 2350
},
{
"epoch": 2.0100502512562812,
"grad_norm": 2.3989317417144775,
"learning_rate": 9.338333333333333e-06,
"loss": 0.4846,
"step": 2400
},
{
"epoch": 2.0519262981574538,
"grad_norm": 2.803882360458374,
"learning_rate": 9.255e-06,
"loss": 0.4832,
"step": 2450
},
{
"epoch": 2.0938023450586263,
"grad_norm": 3.1467437744140625,
"learning_rate": 9.171666666666667e-06,
"loss": 0.4852,
"step": 2500
},
{
"epoch": 2.0938023450586263,
"eval_loss": 0.4210895597934723,
"eval_runtime": 222.2617,
"eval_samples_per_second": 38.194,
"eval_steps_per_second": 4.778,
"step": 2500
},
{
"epoch": 2.135678391959799,
"grad_norm": 3.0684900283813477,
"learning_rate": 9.088333333333334e-06,
"loss": 0.4787,
"step": 2550
},
{
"epoch": 2.1775544388609713,
"grad_norm": 2.283045768737793,
"learning_rate": 9.005000000000001e-06,
"loss": 0.4781,
"step": 2600
},
{
"epoch": 2.219430485762144,
"grad_norm": 2.2983710765838623,
"learning_rate": 8.921666666666668e-06,
"loss": 0.4745,
"step": 2650
},
{
"epoch": 2.2613065326633164,
"grad_norm": 2.7612133026123047,
"learning_rate": 8.838333333333335e-06,
"loss": 0.4659,
"step": 2700
},
{
"epoch": 2.3031825795644894,
"grad_norm": 1.8307946920394897,
"learning_rate": 8.755e-06,
"loss": 0.4741,
"step": 2750
},
{
"epoch": 2.3450586264656614,
"grad_norm": 2.60187029838562,
"learning_rate": 8.671666666666667e-06,
"loss": 0.4603,
"step": 2800
},
{
"epoch": 2.3869346733668344,
"grad_norm": 1.789478063583374,
"learning_rate": 8.588333333333334e-06,
"loss": 0.4587,
"step": 2850
},
{
"epoch": 2.4288107202680065,
"grad_norm": 2.2422680854797363,
"learning_rate": 8.505e-06,
"loss": 0.4614,
"step": 2900
},
{
"epoch": 2.4706867671691795,
"grad_norm": 2.4102437496185303,
"learning_rate": 8.421666666666668e-06,
"loss": 0.4618,
"step": 2950
},
{
"epoch": 2.5125628140703515,
"grad_norm": 1.9738932847976685,
"learning_rate": 8.338333333333335e-06,
"loss": 0.4615,
"step": 3000
},
{
"epoch": 2.5125628140703515,
"eval_loss": 0.4087553322315216,
"eval_runtime": 221.1861,
"eval_samples_per_second": 38.379,
"eval_steps_per_second": 4.801,
"step": 3000
}
],
"logging_steps": 50,
"max_steps": 8000,
"num_input_tokens_seen": 0,
"num_train_epochs": 7,
"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": 2.911413008458944e+16,
"train_batch_size": 32,
"trial_name": null,
"trial_params": null
}