vdos's picture
Training in progress, step 50, checkpoint
2dd5cb7 verified
raw
history blame
10.2 kB
{
"best_metric": 0.22447234392166138,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.49443757725587145,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.009888751545117428,
"grad_norm": 0.9498234987258911,
"learning_rate": 5e-05,
"loss": 1.0219,
"step": 1
},
{
"epoch": 0.009888751545117428,
"eval_loss": 1.3110345602035522,
"eval_runtime": 7.7849,
"eval_samples_per_second": 87.477,
"eval_steps_per_second": 11.047,
"step": 1
},
{
"epoch": 0.019777503090234856,
"grad_norm": 1.00467050075531,
"learning_rate": 0.0001,
"loss": 1.1021,
"step": 2
},
{
"epoch": 0.029666254635352288,
"grad_norm": 0.9182856678962708,
"learning_rate": 9.989294616193017e-05,
"loss": 1.0862,
"step": 3
},
{
"epoch": 0.03955500618046971,
"grad_norm": 0.7954713106155396,
"learning_rate": 9.957224306869053e-05,
"loss": 0.9706,
"step": 4
},
{
"epoch": 0.049443757725587144,
"grad_norm": 0.7194277048110962,
"learning_rate": 9.903926402016153e-05,
"loss": 0.9129,
"step": 5
},
{
"epoch": 0.059332509270704575,
"grad_norm": 0.7397326231002808,
"learning_rate": 9.829629131445342e-05,
"loss": 0.8595,
"step": 6
},
{
"epoch": 0.069221260815822,
"grad_norm": 0.8078145980834961,
"learning_rate": 9.73465064747553e-05,
"loss": 0.7941,
"step": 7
},
{
"epoch": 0.07911001236093942,
"grad_norm": 0.8605826497077942,
"learning_rate": 9.619397662556435e-05,
"loss": 0.7831,
"step": 8
},
{
"epoch": 0.08899876390605686,
"grad_norm": 1.0141797065734863,
"learning_rate": 9.484363707663442e-05,
"loss": 0.705,
"step": 9
},
{
"epoch": 0.09888751545117429,
"grad_norm": 0.9999209642410278,
"learning_rate": 9.330127018922194e-05,
"loss": 0.5849,
"step": 10
},
{
"epoch": 0.10877626699629171,
"grad_norm": 1.2414041757583618,
"learning_rate": 9.157348061512727e-05,
"loss": 0.5656,
"step": 11
},
{
"epoch": 0.11866501854140915,
"grad_norm": 2.1830151081085205,
"learning_rate": 8.966766701456177e-05,
"loss": 0.7165,
"step": 12
},
{
"epoch": 0.12855377008652658,
"grad_norm": 1.1881226301193237,
"learning_rate": 8.759199037394887e-05,
"loss": 0.6026,
"step": 13
},
{
"epoch": 0.138442521631644,
"grad_norm": 0.7219433784484863,
"learning_rate": 8.535533905932738e-05,
"loss": 0.3601,
"step": 14
},
{
"epoch": 0.14833127317676142,
"grad_norm": 0.6777482628822327,
"learning_rate": 8.296729075500344e-05,
"loss": 0.3757,
"step": 15
},
{
"epoch": 0.15822002472187885,
"grad_norm": 0.8717928528785706,
"learning_rate": 8.043807145043604e-05,
"loss": 0.3428,
"step": 16
},
{
"epoch": 0.1681087762669963,
"grad_norm": 0.6932504773139954,
"learning_rate": 7.777851165098012e-05,
"loss": 0.3448,
"step": 17
},
{
"epoch": 0.17799752781211373,
"grad_norm": 0.42397570610046387,
"learning_rate": 7.500000000000001e-05,
"loss": 0.3069,
"step": 18
},
{
"epoch": 0.18788627935723115,
"grad_norm": 0.39525195956230164,
"learning_rate": 7.211443451095007e-05,
"loss": 0.3032,
"step": 19
},
{
"epoch": 0.19777503090234858,
"grad_norm": 0.47349047660827637,
"learning_rate": 6.91341716182545e-05,
"loss": 0.3345,
"step": 20
},
{
"epoch": 0.207663782447466,
"grad_norm": 0.4722050428390503,
"learning_rate": 6.607197326515808e-05,
"loss": 0.3035,
"step": 21
},
{
"epoch": 0.21755253399258342,
"grad_norm": 0.399589478969574,
"learning_rate": 6.294095225512603e-05,
"loss": 0.305,
"step": 22
},
{
"epoch": 0.22744128553770088,
"grad_norm": 0.39039430022239685,
"learning_rate": 5.9754516100806423e-05,
"loss": 0.2853,
"step": 23
},
{
"epoch": 0.2373300370828183,
"grad_norm": 0.39863502979278564,
"learning_rate": 5.6526309611002594e-05,
"loss": 0.2797,
"step": 24
},
{
"epoch": 0.24721878862793573,
"grad_norm": 0.6198586225509644,
"learning_rate": 5.327015646150716e-05,
"loss": 0.4673,
"step": 25
},
{
"epoch": 0.24721878862793573,
"eval_loss": 0.2853955626487732,
"eval_runtime": 7.8138,
"eval_samples_per_second": 87.154,
"eval_steps_per_second": 11.006,
"step": 25
},
{
"epoch": 0.25710754017305315,
"grad_norm": 0.2861676812171936,
"learning_rate": 5e-05,
"loss": 0.197,
"step": 26
},
{
"epoch": 0.2669962917181706,
"grad_norm": 0.33408257365226746,
"learning_rate": 4.6729843538492847e-05,
"loss": 0.2081,
"step": 27
},
{
"epoch": 0.276885043263288,
"grad_norm": 0.35981813073158264,
"learning_rate": 4.347369038899744e-05,
"loss": 0.2318,
"step": 28
},
{
"epoch": 0.2867737948084054,
"grad_norm": 0.3032781779766083,
"learning_rate": 4.0245483899193595e-05,
"loss": 0.2176,
"step": 29
},
{
"epoch": 0.29666254635352285,
"grad_norm": 0.3172026574611664,
"learning_rate": 3.705904774487396e-05,
"loss": 0.2132,
"step": 30
},
{
"epoch": 0.3065512978986403,
"grad_norm": 0.4827124774456024,
"learning_rate": 3.392802673484193e-05,
"loss": 0.2184,
"step": 31
},
{
"epoch": 0.3164400494437577,
"grad_norm": 0.3745855689048767,
"learning_rate": 3.086582838174551e-05,
"loss": 0.2186,
"step": 32
},
{
"epoch": 0.3263288009888752,
"grad_norm": 0.2829774022102356,
"learning_rate": 2.7885565489049946e-05,
"loss": 0.2105,
"step": 33
},
{
"epoch": 0.3362175525339926,
"grad_norm": 0.39190301299095154,
"learning_rate": 2.500000000000001e-05,
"loss": 0.2478,
"step": 34
},
{
"epoch": 0.34610630407911,
"grad_norm": 0.35959282517433167,
"learning_rate": 2.2221488349019903e-05,
"loss": 0.2367,
"step": 35
},
{
"epoch": 0.35599505562422745,
"grad_norm": 0.411085307598114,
"learning_rate": 1.9561928549563968e-05,
"loss": 0.2345,
"step": 36
},
{
"epoch": 0.3658838071693449,
"grad_norm": 0.40547600388526917,
"learning_rate": 1.703270924499656e-05,
"loss": 0.2819,
"step": 37
},
{
"epoch": 0.3757725587144623,
"grad_norm": 0.4824545979499817,
"learning_rate": 1.4644660940672627e-05,
"loss": 0.2983,
"step": 38
},
{
"epoch": 0.3856613102595797,
"grad_norm": 0.329110711812973,
"learning_rate": 1.2408009626051137e-05,
"loss": 0.1677,
"step": 39
},
{
"epoch": 0.39555006180469715,
"grad_norm": 0.356700599193573,
"learning_rate": 1.0332332985438248e-05,
"loss": 0.1869,
"step": 40
},
{
"epoch": 0.4054388133498146,
"grad_norm": 0.2657184302806854,
"learning_rate": 8.426519384872733e-06,
"loss": 0.1838,
"step": 41
},
{
"epoch": 0.415327564894932,
"grad_norm": 0.2612319886684418,
"learning_rate": 6.698729810778065e-06,
"loss": 0.1941,
"step": 42
},
{
"epoch": 0.4252163164400494,
"grad_norm": 0.24629908800125122,
"learning_rate": 5.156362923365588e-06,
"loss": 0.1719,
"step": 43
},
{
"epoch": 0.43510506798516685,
"grad_norm": 0.3054180145263672,
"learning_rate": 3.8060233744356633e-06,
"loss": 0.1964,
"step": 44
},
{
"epoch": 0.44499381953028433,
"grad_norm": 0.3393312096595764,
"learning_rate": 2.653493525244721e-06,
"loss": 0.1916,
"step": 45
},
{
"epoch": 0.45488257107540175,
"grad_norm": 0.460034042596817,
"learning_rate": 1.70370868554659e-06,
"loss": 0.2208,
"step": 46
},
{
"epoch": 0.4647713226205192,
"grad_norm": 0.3530525863170624,
"learning_rate": 9.607359798384785e-07,
"loss": 0.202,
"step": 47
},
{
"epoch": 0.4746600741656366,
"grad_norm": 0.32375937700271606,
"learning_rate": 4.277569313094809e-07,
"loss": 0.2218,
"step": 48
},
{
"epoch": 0.484548825710754,
"grad_norm": 0.3782595694065094,
"learning_rate": 1.0705383806982606e-07,
"loss": 0.2258,
"step": 49
},
{
"epoch": 0.49443757725587145,
"grad_norm": 0.9745090007781982,
"learning_rate": 0.0,
"loss": 0.4591,
"step": 50
},
{
"epoch": 0.49443757725587145,
"eval_loss": 0.22447234392166138,
"eval_runtime": 7.8034,
"eval_samples_per_second": 87.27,
"eval_steps_per_second": 11.021,
"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": 1.059536353886208e+17,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}