zlm_b64_le4_s4000 / checkpoint-4000 /trainer_state.json
mikhail-panzo's picture
Training in progress, step 4000, checkpoint
a30960f verified
raw
history blame
15.8 kB
{
"best_metric": 0.33817213773727417,
"best_model_checkpoint": "mikhail-panzo/zlm_b64_le4_s4000/checkpoint-4000",
"epoch": 3.350785340314136,
"eval_steps": 500,
"global_step": 4000,
"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
},
{
"epoch": 1.2984293193717278,
"grad_norm": 1.5905354022979736,
"learning_rate": 7.735e-05,
"loss": 0.4341,
"step": 1550
},
{
"epoch": 1.3403141361256545,
"grad_norm": 1.1960793733596802,
"learning_rate": 7.985e-05,
"loss": 0.4305,
"step": 1600
},
{
"epoch": 1.3821989528795813,
"grad_norm": 3.3077008724212646,
"learning_rate": 8.235000000000001e-05,
"loss": 0.4302,
"step": 1650
},
{
"epoch": 1.4240837696335078,
"grad_norm": 1.5816391706466675,
"learning_rate": 8.485e-05,
"loss": 0.4249,
"step": 1700
},
{
"epoch": 1.4659685863874345,
"grad_norm": 3.135552167892456,
"learning_rate": 8.735000000000001e-05,
"loss": 0.4251,
"step": 1750
},
{
"epoch": 1.5078534031413613,
"grad_norm": 2.1097774505615234,
"learning_rate": 8.985e-05,
"loss": 0.4209,
"step": 1800
},
{
"epoch": 1.5497382198952878,
"grad_norm": 1.6095610857009888,
"learning_rate": 9.235000000000001e-05,
"loss": 0.4155,
"step": 1850
},
{
"epoch": 1.5916230366492146,
"grad_norm": 2.1539840698242188,
"learning_rate": 9.485e-05,
"loss": 0.4155,
"step": 1900
},
{
"epoch": 1.6335078534031413,
"grad_norm": 2.5837864875793457,
"learning_rate": 9.735000000000001e-05,
"loss": 0.4174,
"step": 1950
},
{
"epoch": 1.675392670157068,
"grad_norm": 2.201157569885254,
"learning_rate": 9.985000000000001e-05,
"loss": 0.4122,
"step": 2000
},
{
"epoch": 1.675392670157068,
"eval_loss": 0.3768020272254944,
"eval_runtime": 274.0798,
"eval_samples_per_second": 30.973,
"eval_steps_per_second": 3.875,
"step": 2000
},
{
"epoch": 1.7172774869109948,
"grad_norm": 1.8704116344451904,
"learning_rate": 9.765e-05,
"loss": 0.4098,
"step": 2050
},
{
"epoch": 1.7591623036649215,
"grad_norm": 2.613638401031494,
"learning_rate": 9.515000000000001e-05,
"loss": 0.4104,
"step": 2100
},
{
"epoch": 1.8010471204188483,
"grad_norm": 1.6951849460601807,
"learning_rate": 9.265e-05,
"loss": 0.4082,
"step": 2150
},
{
"epoch": 1.8429319371727748,
"grad_norm": 2.618356704711914,
"learning_rate": 9.015e-05,
"loss": 0.4055,
"step": 2200
},
{
"epoch": 1.8848167539267016,
"grad_norm": 2.2430710792541504,
"learning_rate": 8.765e-05,
"loss": 0.4052,
"step": 2250
},
{
"epoch": 1.9267015706806283,
"grad_norm": 1.266263723373413,
"learning_rate": 8.515000000000001e-05,
"loss": 0.4039,
"step": 2300
},
{
"epoch": 1.9685863874345548,
"grad_norm": 1.5831375122070312,
"learning_rate": 8.265e-05,
"loss": 0.4009,
"step": 2350
},
{
"epoch": 2.0104712041884816,
"grad_norm": 1.1862380504608154,
"learning_rate": 8.015e-05,
"loss": 0.3932,
"step": 2400
},
{
"epoch": 2.0523560209424083,
"grad_norm": 2.1208019256591797,
"learning_rate": 7.765e-05,
"loss": 0.3971,
"step": 2450
},
{
"epoch": 2.094240837696335,
"grad_norm": 2.24529767036438,
"learning_rate": 7.515e-05,
"loss": 0.3985,
"step": 2500
},
{
"epoch": 2.094240837696335,
"eval_loss": 0.359864205121994,
"eval_runtime": 268.8203,
"eval_samples_per_second": 31.579,
"eval_steps_per_second": 3.951,
"step": 2500
},
{
"epoch": 2.136125654450262,
"grad_norm": 1.0572404861450195,
"learning_rate": 7.265e-05,
"loss": 0.3972,
"step": 2550
},
{
"epoch": 2.1780104712041886,
"grad_norm": 1.1414527893066406,
"learning_rate": 7.015000000000001e-05,
"loss": 0.3988,
"step": 2600
},
{
"epoch": 2.2198952879581153,
"grad_norm": 1.8701543807983398,
"learning_rate": 6.765e-05,
"loss": 0.3899,
"step": 2650
},
{
"epoch": 2.261780104712042,
"grad_norm": 1.2148722410202026,
"learning_rate": 6.515e-05,
"loss": 0.3914,
"step": 2700
},
{
"epoch": 2.303664921465969,
"grad_norm": 1.6119493246078491,
"learning_rate": 6.264999999999999e-05,
"loss": 0.3936,
"step": 2750
},
{
"epoch": 2.345549738219895,
"grad_norm": 1.5899128913879395,
"learning_rate": 6.0150000000000005e-05,
"loss": 0.3845,
"step": 2800
},
{
"epoch": 2.387434554973822,
"grad_norm": 1.4083961248397827,
"learning_rate": 5.7650000000000005e-05,
"loss": 0.3871,
"step": 2850
},
{
"epoch": 2.4293193717277486,
"grad_norm": 1.6995341777801514,
"learning_rate": 5.515e-05,
"loss": 0.397,
"step": 2900
},
{
"epoch": 2.4712041884816753,
"grad_norm": 2.964442729949951,
"learning_rate": 5.265e-05,
"loss": 0.3882,
"step": 2950
},
{
"epoch": 2.513089005235602,
"grad_norm": 1.7540944814682007,
"learning_rate": 5.015e-05,
"loss": 0.3873,
"step": 3000
},
{
"epoch": 2.513089005235602,
"eval_loss": 0.3477603793144226,
"eval_runtime": 267.3162,
"eval_samples_per_second": 31.756,
"eval_steps_per_second": 3.973,
"step": 3000
},
{
"epoch": 2.554973821989529,
"grad_norm": 1.3640110492706299,
"learning_rate": 4.765e-05,
"loss": 0.3808,
"step": 3050
},
{
"epoch": 2.5968586387434556,
"grad_norm": 1.511552095413208,
"learning_rate": 4.5150000000000006e-05,
"loss": 0.3801,
"step": 3100
},
{
"epoch": 2.6387434554973823,
"grad_norm": 1.540200114250183,
"learning_rate": 4.265e-05,
"loss": 0.3794,
"step": 3150
},
{
"epoch": 2.680628272251309,
"grad_norm": 1.2125576734542847,
"learning_rate": 4.015000000000001e-05,
"loss": 0.3819,
"step": 3200
},
{
"epoch": 2.7225130890052354,
"grad_norm": 1.514728307723999,
"learning_rate": 3.765e-05,
"loss": 0.3793,
"step": 3250
},
{
"epoch": 2.7643979057591626,
"grad_norm": 1.304186224937439,
"learning_rate": 3.515e-05,
"loss": 0.3778,
"step": 3300
},
{
"epoch": 2.806282722513089,
"grad_norm": 1.1686729192733765,
"learning_rate": 3.265e-05,
"loss": 0.3791,
"step": 3350
},
{
"epoch": 2.8481675392670156,
"grad_norm": 1.1728895902633667,
"learning_rate": 3.015e-05,
"loss": 0.3782,
"step": 3400
},
{
"epoch": 2.8900523560209423,
"grad_norm": 1.350122094154358,
"learning_rate": 2.7650000000000005e-05,
"loss": 0.3773,
"step": 3450
},
{
"epoch": 2.931937172774869,
"grad_norm": 1.5098241567611694,
"learning_rate": 2.515e-05,
"loss": 0.376,
"step": 3500
},
{
"epoch": 2.931937172774869,
"eval_loss": 0.342166930437088,
"eval_runtime": 265.324,
"eval_samples_per_second": 31.995,
"eval_steps_per_second": 4.003,
"step": 3500
},
{
"epoch": 2.973821989528796,
"grad_norm": 1.2911473512649536,
"learning_rate": 2.265e-05,
"loss": 0.3842,
"step": 3550
},
{
"epoch": 3.0157068062827226,
"grad_norm": 1.3881083726882935,
"learning_rate": 2.0150000000000002e-05,
"loss": 0.3742,
"step": 3600
},
{
"epoch": 3.0575916230366493,
"grad_norm": 1.6138381958007812,
"learning_rate": 1.765e-05,
"loss": 0.3747,
"step": 3650
},
{
"epoch": 3.099476439790576,
"grad_norm": 1.4542229175567627,
"learning_rate": 1.515e-05,
"loss": 0.374,
"step": 3700
},
{
"epoch": 3.141361256544503,
"grad_norm": 1.108876347541809,
"learning_rate": 1.2650000000000001e-05,
"loss": 0.3693,
"step": 3750
},
{
"epoch": 3.183246073298429,
"grad_norm": 0.9139991402626038,
"learning_rate": 1.0150000000000001e-05,
"loss": 0.3717,
"step": 3800
},
{
"epoch": 3.225130890052356,
"grad_norm": 1.5952471494674683,
"learning_rate": 7.65e-06,
"loss": 0.3697,
"step": 3850
},
{
"epoch": 3.2670157068062826,
"grad_norm": 1.215027093887329,
"learning_rate": 5.15e-06,
"loss": 0.3691,
"step": 3900
},
{
"epoch": 3.3089005235602094,
"grad_norm": 1.1996771097183228,
"learning_rate": 2.65e-06,
"loss": 0.374,
"step": 3950
},
{
"epoch": 3.350785340314136,
"grad_norm": 1.0531997680664062,
"learning_rate": 1.5000000000000002e-07,
"loss": 0.367,
"step": 4000
},
{
"epoch": 3.350785340314136,
"eval_loss": 0.33817213773727417,
"eval_runtime": 267.0112,
"eval_samples_per_second": 31.793,
"eval_steps_per_second": 3.977,
"step": 4000
}
],
"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": true
},
"attributes": {}
}
},
"total_flos": 3.5804068604023104e+16,
"train_batch_size": 16,
"trial_name": null,
"trial_params": null
}