zlm_b64_le4_s4000 / checkpoint-1500 /trainer_state.json
mikhail-panzo's picture
Training in progress, step 1500, checkpoint
649b740 verified
{
"best_metric": 0.39514681696891785,
"best_model_checkpoint": "mikhail-panzo/zlm_b64_le4_s4000/checkpoint-1500",
"epoch": 1.256544502617801,
"eval_steps": 500,
"global_step": 1500,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.041884816753926704,
"grad_norm": 3.0341947078704834,
"learning_rate": 2.4000000000000003e-06,
"loss": 1.0529,
"step": 50
},
{
"epoch": 0.08376963350785341,
"grad_norm": 3.274244785308838,
"learning_rate": 4.9000000000000005e-06,
"loss": 0.8525,
"step": 100
},
{
"epoch": 0.1256544502617801,
"grad_norm": 7.409469127655029,
"learning_rate": 7.4e-06,
"loss": 0.7528,
"step": 150
},
{
"epoch": 0.16753926701570682,
"grad_norm": 3.476987600326538,
"learning_rate": 9.900000000000002e-06,
"loss": 0.689,
"step": 200
},
{
"epoch": 0.2094240837696335,
"grad_norm": 2.8871872425079346,
"learning_rate": 1.24e-05,
"loss": 0.6403,
"step": 250
},
{
"epoch": 0.2513089005235602,
"grad_norm": 2.007760763168335,
"learning_rate": 1.49e-05,
"loss": 0.6108,
"step": 300
},
{
"epoch": 0.2931937172774869,
"grad_norm": 1.8842569589614868,
"learning_rate": 1.74e-05,
"loss": 0.5696,
"step": 350
},
{
"epoch": 0.33507853403141363,
"grad_norm": 3.3749866485595703,
"learning_rate": 1.9900000000000003e-05,
"loss": 0.5544,
"step": 400
},
{
"epoch": 0.3769633507853403,
"grad_norm": 3.5075504779815674,
"learning_rate": 2.2400000000000002e-05,
"loss": 0.5441,
"step": 450
},
{
"epoch": 0.418848167539267,
"grad_norm": 3.789675712585449,
"learning_rate": 2.4900000000000002e-05,
"loss": 0.5277,
"step": 500
},
{
"epoch": 0.418848167539267,
"eval_loss": 0.4806458353996277,
"eval_runtime": 268.4116,
"eval_samples_per_second": 31.627,
"eval_steps_per_second": 3.957,
"step": 500
},
{
"epoch": 0.4607329842931937,
"grad_norm": 7.912121772766113,
"learning_rate": 2.7400000000000002e-05,
"loss": 0.527,
"step": 550
},
{
"epoch": 0.5026178010471204,
"grad_norm": 1.7653332948684692,
"learning_rate": 2.9900000000000002e-05,
"loss": 0.5152,
"step": 600
},
{
"epoch": 0.5445026178010471,
"grad_norm": 2.491381883621216,
"learning_rate": 3.24e-05,
"loss": 0.5163,
"step": 650
},
{
"epoch": 0.5863874345549738,
"grad_norm": 3.3132810592651367,
"learning_rate": 3.49e-05,
"loss": 0.4987,
"step": 700
},
{
"epoch": 0.6282722513089005,
"grad_norm": 3.01517915725708,
"learning_rate": 3.74e-05,
"loss": 0.4909,
"step": 750
},
{
"epoch": 0.6701570680628273,
"grad_norm": 3.681798219680786,
"learning_rate": 3.99e-05,
"loss": 0.4856,
"step": 800
},
{
"epoch": 0.7120418848167539,
"grad_norm": 2.726991653442383,
"learning_rate": 4.235e-05,
"loss": 0.4901,
"step": 850
},
{
"epoch": 0.7539267015706806,
"grad_norm": 1.8803215026855469,
"learning_rate": 4.4850000000000006e-05,
"loss": 0.4686,
"step": 900
},
{
"epoch": 0.7958115183246073,
"grad_norm": 2.8432154655456543,
"learning_rate": 4.735e-05,
"loss": 0.4782,
"step": 950
},
{
"epoch": 0.837696335078534,
"grad_norm": 2.698971748352051,
"learning_rate": 4.9850000000000006e-05,
"loss": 0.4582,
"step": 1000
},
{
"epoch": 0.837696335078534,
"eval_loss": 0.4116077423095703,
"eval_runtime": 270.0841,
"eval_samples_per_second": 31.431,
"eval_steps_per_second": 3.932,
"step": 1000
},
{
"epoch": 0.8795811518324608,
"grad_norm": 2.2148396968841553,
"learning_rate": 5.235e-05,
"loss": 0.4678,
"step": 1050
},
{
"epoch": 0.9214659685863874,
"grad_norm": 2.0481760501861572,
"learning_rate": 5.485e-05,
"loss": 0.4423,
"step": 1100
},
{
"epoch": 0.9633507853403142,
"grad_norm": 3.5668869018554688,
"learning_rate": 5.7350000000000005e-05,
"loss": 0.4484,
"step": 1150
},
{
"epoch": 1.0052356020942408,
"grad_norm": 1.8339941501617432,
"learning_rate": 5.9850000000000005e-05,
"loss": 0.4421,
"step": 1200
},
{
"epoch": 1.0471204188481675,
"grad_norm": 1.6828802824020386,
"learning_rate": 6.235000000000001e-05,
"loss": 0.4449,
"step": 1250
},
{
"epoch": 1.0890052356020943,
"grad_norm": 5.551531791687012,
"learning_rate": 6.485e-05,
"loss": 0.4428,
"step": 1300
},
{
"epoch": 1.130890052356021,
"grad_norm": 2.2175750732421875,
"learning_rate": 6.735e-05,
"loss": 0.451,
"step": 1350
},
{
"epoch": 1.1727748691099475,
"grad_norm": 3.919278383255005,
"learning_rate": 6.985e-05,
"loss": 0.4396,
"step": 1400
},
{
"epoch": 1.2146596858638743,
"grad_norm": 2.8837966918945312,
"learning_rate": 7.235000000000001e-05,
"loss": 0.4327,
"step": 1450
},
{
"epoch": 1.256544502617801,
"grad_norm": 2.3643736839294434,
"learning_rate": 7.485e-05,
"loss": 0.4312,
"step": 1500
},
{
"epoch": 1.256544502617801,
"eval_loss": 0.39514681696891785,
"eval_runtime": 274.9071,
"eval_samples_per_second": 30.88,
"eval_steps_per_second": 3.863,
"step": 1500
}
],
"logging_steps": 50,
"max_steps": 4000,
"num_input_tokens_seen": 0,
"num_train_epochs": 4,
"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": 1.3431343807297152e+16,
"train_batch_size": 16,
"trial_name": null,
"trial_params": null
}