jssky's picture
Training in progress, step 50, checkpoint
e1a7d8f verified
{
"best_metric": 1.1910210847854614,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.059417706476530004,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0011883541295306002,
"grad_norm": 26.55430793762207,
"learning_rate": 5e-05,
"loss": 1.6588,
"step": 1
},
{
"epoch": 0.0011883541295306002,
"eval_loss": 1.6709991693496704,
"eval_runtime": 166.6094,
"eval_samples_per_second": 34.026,
"eval_steps_per_second": 4.255,
"step": 1
},
{
"epoch": 0.0023767082590612004,
"grad_norm": 32.85348892211914,
"learning_rate": 0.0001,
"loss": 1.765,
"step": 2
},
{
"epoch": 0.0035650623885918,
"grad_norm": 20.48172378540039,
"learning_rate": 9.989294616193017e-05,
"loss": 1.6475,
"step": 3
},
{
"epoch": 0.004753416518122401,
"grad_norm": 27.701419830322266,
"learning_rate": 9.957224306869053e-05,
"loss": 1.5966,
"step": 4
},
{
"epoch": 0.0059417706476530005,
"grad_norm": 22.22398567199707,
"learning_rate": 9.903926402016153e-05,
"loss": 1.5637,
"step": 5
},
{
"epoch": 0.0071301247771836,
"grad_norm": 16.52712631225586,
"learning_rate": 9.829629131445342e-05,
"loss": 1.4803,
"step": 6
},
{
"epoch": 0.008318478906714201,
"grad_norm": 14.630942344665527,
"learning_rate": 9.73465064747553e-05,
"loss": 1.3969,
"step": 7
},
{
"epoch": 0.009506833036244802,
"grad_norm": 16.13384246826172,
"learning_rate": 9.619397662556435e-05,
"loss": 1.2954,
"step": 8
},
{
"epoch": 0.0106951871657754,
"grad_norm": 18.945266723632812,
"learning_rate": 9.484363707663442e-05,
"loss": 1.408,
"step": 9
},
{
"epoch": 0.011883541295306001,
"grad_norm": 26.285686492919922,
"learning_rate": 9.330127018922194e-05,
"loss": 1.3286,
"step": 10
},
{
"epoch": 0.013071895424836602,
"grad_norm": 93.21305847167969,
"learning_rate": 9.157348061512727e-05,
"loss": 1.1867,
"step": 11
},
{
"epoch": 0.0142602495543672,
"grad_norm": 31.982948303222656,
"learning_rate": 8.966766701456177e-05,
"loss": 1.0114,
"step": 12
},
{
"epoch": 0.015448603683897801,
"grad_norm": 36.17901611328125,
"learning_rate": 8.759199037394887e-05,
"loss": 1.3851,
"step": 13
},
{
"epoch": 0.016636957813428402,
"grad_norm": 26.595048904418945,
"learning_rate": 8.535533905932738e-05,
"loss": 1.4674,
"step": 14
},
{
"epoch": 0.017825311942959002,
"grad_norm": 14.14030647277832,
"learning_rate": 8.296729075500344e-05,
"loss": 1.4781,
"step": 15
},
{
"epoch": 0.019013666072489603,
"grad_norm": 13.048796653747559,
"learning_rate": 8.043807145043604e-05,
"loss": 1.4555,
"step": 16
},
{
"epoch": 0.020202020202020204,
"grad_norm": 11.20543098449707,
"learning_rate": 7.777851165098012e-05,
"loss": 1.3655,
"step": 17
},
{
"epoch": 0.0213903743315508,
"grad_norm": 11.113212585449219,
"learning_rate": 7.500000000000001e-05,
"loss": 1.3139,
"step": 18
},
{
"epoch": 0.0225787284610814,
"grad_norm": 11.72054672241211,
"learning_rate": 7.211443451095007e-05,
"loss": 1.3233,
"step": 19
},
{
"epoch": 0.023767082590612002,
"grad_norm": 11.633936882019043,
"learning_rate": 6.91341716182545e-05,
"loss": 1.2198,
"step": 20
},
{
"epoch": 0.024955436720142603,
"grad_norm": 13.149057388305664,
"learning_rate": 6.607197326515808e-05,
"loss": 1.2254,
"step": 21
},
{
"epoch": 0.026143790849673203,
"grad_norm": 16.921953201293945,
"learning_rate": 6.294095225512603e-05,
"loss": 1.2976,
"step": 22
},
{
"epoch": 0.027332144979203804,
"grad_norm": 21.67167091369629,
"learning_rate": 5.9754516100806423e-05,
"loss": 1.1837,
"step": 23
},
{
"epoch": 0.0285204991087344,
"grad_norm": 23.87586212158203,
"learning_rate": 5.6526309611002594e-05,
"loss": 1.0194,
"step": 24
},
{
"epoch": 0.029708853238265002,
"grad_norm": 35.1786003112793,
"learning_rate": 5.327015646150716e-05,
"loss": 1.0452,
"step": 25
},
{
"epoch": 0.029708853238265002,
"eval_loss": 1.5183314085006714,
"eval_runtime": 167.1956,
"eval_samples_per_second": 33.906,
"eval_steps_per_second": 4.241,
"step": 25
},
{
"epoch": 0.030897207367795602,
"grad_norm": 274.412841796875,
"learning_rate": 5e-05,
"loss": 1.7169,
"step": 26
},
{
"epoch": 0.03208556149732621,
"grad_norm": 149.68296813964844,
"learning_rate": 4.6729843538492847e-05,
"loss": 1.5095,
"step": 27
},
{
"epoch": 0.033273915626856804,
"grad_norm": 25.888473510742188,
"learning_rate": 4.347369038899744e-05,
"loss": 1.3772,
"step": 28
},
{
"epoch": 0.0344622697563874,
"grad_norm": 14.580528259277344,
"learning_rate": 4.0245483899193595e-05,
"loss": 1.3296,
"step": 29
},
{
"epoch": 0.035650623885918005,
"grad_norm": 12.936845779418945,
"learning_rate": 3.705904774487396e-05,
"loss": 1.2996,
"step": 30
},
{
"epoch": 0.0368389780154486,
"grad_norm": 11.484175682067871,
"learning_rate": 3.392802673484193e-05,
"loss": 1.2468,
"step": 31
},
{
"epoch": 0.038027332144979206,
"grad_norm": 11.391379356384277,
"learning_rate": 3.086582838174551e-05,
"loss": 1.2111,
"step": 32
},
{
"epoch": 0.0392156862745098,
"grad_norm": 12.249479293823242,
"learning_rate": 2.7885565489049946e-05,
"loss": 1.1536,
"step": 33
},
{
"epoch": 0.04040404040404041,
"grad_norm": 17.404399871826172,
"learning_rate": 2.500000000000001e-05,
"loss": 1.2524,
"step": 34
},
{
"epoch": 0.041592394533571005,
"grad_norm": 23.930089950561523,
"learning_rate": 2.2221488349019903e-05,
"loss": 1.209,
"step": 35
},
{
"epoch": 0.0427807486631016,
"grad_norm": 35.380741119384766,
"learning_rate": 1.9561928549563968e-05,
"loss": 1.0254,
"step": 36
},
{
"epoch": 0.043969102792632206,
"grad_norm": 44.73492431640625,
"learning_rate": 1.703270924499656e-05,
"loss": 0.9604,
"step": 37
},
{
"epoch": 0.0451574569221628,
"grad_norm": 32.5949821472168,
"learning_rate": 1.4644660940672627e-05,
"loss": 1.2433,
"step": 38
},
{
"epoch": 0.04634581105169341,
"grad_norm": 12.151544570922852,
"learning_rate": 1.2408009626051137e-05,
"loss": 1.3159,
"step": 39
},
{
"epoch": 0.047534165181224004,
"grad_norm": 13.319056510925293,
"learning_rate": 1.0332332985438248e-05,
"loss": 1.333,
"step": 40
},
{
"epoch": 0.0487225193107546,
"grad_norm": 12.818878173828125,
"learning_rate": 8.426519384872733e-06,
"loss": 1.3444,
"step": 41
},
{
"epoch": 0.049910873440285206,
"grad_norm": 12.929219245910645,
"learning_rate": 6.698729810778065e-06,
"loss": 1.3271,
"step": 42
},
{
"epoch": 0.0510992275698158,
"grad_norm": 12.480031967163086,
"learning_rate": 5.156362923365588e-06,
"loss": 1.254,
"step": 43
},
{
"epoch": 0.05228758169934641,
"grad_norm": 13.18757152557373,
"learning_rate": 3.8060233744356633e-06,
"loss": 1.2245,
"step": 44
},
{
"epoch": 0.053475935828877004,
"grad_norm": 16.51483917236328,
"learning_rate": 2.653493525244721e-06,
"loss": 1.1654,
"step": 45
},
{
"epoch": 0.05466428995840761,
"grad_norm": 17.32997703552246,
"learning_rate": 1.70370868554659e-06,
"loss": 1.1569,
"step": 46
},
{
"epoch": 0.055852644087938205,
"grad_norm": 17.273448944091797,
"learning_rate": 9.607359798384785e-07,
"loss": 1.3149,
"step": 47
},
{
"epoch": 0.0570409982174688,
"grad_norm": 19.1171932220459,
"learning_rate": 4.277569313094809e-07,
"loss": 1.0405,
"step": 48
},
{
"epoch": 0.058229352346999406,
"grad_norm": 22.05423355102539,
"learning_rate": 1.0705383806982606e-07,
"loss": 0.9513,
"step": 49
},
{
"epoch": 0.059417706476530004,
"grad_norm": 28.549123764038086,
"learning_rate": 0.0,
"loss": 0.9478,
"step": 50
},
{
"epoch": 0.059417706476530004,
"eval_loss": 1.1910210847854614,
"eval_runtime": 166.9658,
"eval_samples_per_second": 33.953,
"eval_steps_per_second": 4.246,
"step": 50
}
],
"logging_steps": 1,
"max_steps": 50,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 25,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 1,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 0
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 5.6633321727197184e+17,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}