nllb_200_600M_fo_en / trainer_state.json
barbaroo's picture
Upload 10 files
a410737 verified
{
"best_metric": 0.5260419845581055,
"best_model_checkpoint": "nllb_200_distilled_600M_en_fo_bsz_64_epochs_10_no_decay_sprotin+gpt4-fo-en-final/checkpoint-8000",
"epoch": 2.8116110751117507,
"eval_steps": 500,
"global_step": 8000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.04,
"learning_rate": 1.4e-05,
"loss": 1.0309,
"step": 100
},
{
"epoch": 0.07,
"learning_rate": 2.8e-05,
"loss": 0.7947,
"step": 200
},
{
"epoch": 0.11,
"learning_rate": 4.2e-05,
"loss": 0.7532,
"step": 300
},
{
"epoch": 0.14,
"learning_rate": 5.6e-05,
"loss": 0.7018,
"step": 400
},
{
"epoch": 0.18,
"learning_rate": 7e-05,
"loss": 0.6906,
"step": 500
},
{
"epoch": 0.18,
"eval_bleu": 47.5534,
"eval_chrf++": 63.6048,
"eval_gen_len": 14.9537,
"eval_loss": 0.6338649392127991,
"eval_runtime": 1451.1833,
"eval_samples_per_second": 5.045,
"eval_steps_per_second": 2.523,
"step": 500
},
{
"epoch": 0.21,
"learning_rate": 6.974955277280858e-05,
"loss": 0.6521,
"step": 600
},
{
"epoch": 0.25,
"learning_rate": 6.949910554561716e-05,
"loss": 0.6456,
"step": 700
},
{
"epoch": 0.28,
"learning_rate": 6.924865831842576e-05,
"loss": 0.6272,
"step": 800
},
{
"epoch": 0.32,
"learning_rate": 6.899821109123434e-05,
"loss": 0.611,
"step": 900
},
{
"epoch": 0.35,
"learning_rate": 6.874776386404293e-05,
"loss": 0.6053,
"step": 1000
},
{
"epoch": 0.35,
"eval_bleu": 48.5345,
"eval_chrf++": 64.5072,
"eval_gen_len": 14.9738,
"eval_loss": 0.5941245555877686,
"eval_runtime": 1563.9824,
"eval_samples_per_second": 4.681,
"eval_steps_per_second": 2.341,
"step": 1000
},
{
"epoch": 0.39,
"learning_rate": 6.849731663685151e-05,
"loss": 0.6083,
"step": 1100
},
{
"epoch": 0.42,
"learning_rate": 6.824686940966009e-05,
"loss": 0.5881,
"step": 1200
},
{
"epoch": 0.46,
"learning_rate": 6.799642218246869e-05,
"loss": 0.5836,
"step": 1300
},
{
"epoch": 0.49,
"learning_rate": 6.774597495527727e-05,
"loss": 0.5865,
"step": 1400
},
{
"epoch": 0.53,
"learning_rate": 6.749552772808586e-05,
"loss": 0.5734,
"step": 1500
},
{
"epoch": 0.53,
"eval_bleu": 49.7044,
"eval_chrf++": 65.4589,
"eval_gen_len": 15.0074,
"eval_loss": 0.5721458196640015,
"eval_runtime": 1595.6062,
"eval_samples_per_second": 4.588,
"eval_steps_per_second": 2.294,
"step": 1500
},
{
"epoch": 0.56,
"learning_rate": 6.724508050089444e-05,
"loss": 0.5598,
"step": 1600
},
{
"epoch": 0.6,
"learning_rate": 6.699463327370304e-05,
"loss": 0.5565,
"step": 1700
},
{
"epoch": 0.63,
"learning_rate": 6.674418604651162e-05,
"loss": 0.5615,
"step": 1800
},
{
"epoch": 0.67,
"learning_rate": 6.64937388193202e-05,
"loss": 0.5548,
"step": 1900
},
{
"epoch": 0.7,
"learning_rate": 6.624329159212879e-05,
"loss": 0.5498,
"step": 2000
},
{
"epoch": 0.7,
"eval_bleu": 50.272,
"eval_chrf++": 66.0079,
"eval_gen_len": 15.0224,
"eval_loss": 0.5572330355644226,
"eval_runtime": 1598.5782,
"eval_samples_per_second": 4.58,
"eval_steps_per_second": 2.29,
"step": 2000
},
{
"epoch": 0.74,
"learning_rate": 6.599284436493739e-05,
"loss": 0.545,
"step": 2100
},
{
"epoch": 0.77,
"learning_rate": 6.574239713774597e-05,
"loss": 0.5348,
"step": 2200
},
{
"epoch": 0.81,
"learning_rate": 6.549194991055455e-05,
"loss": 0.548,
"step": 2300
},
{
"epoch": 0.84,
"learning_rate": 6.524150268336314e-05,
"loss": 0.5346,
"step": 2400
},
{
"epoch": 0.88,
"learning_rate": 6.499105545617173e-05,
"loss": 0.5339,
"step": 2500
},
{
"epoch": 0.88,
"eval_bleu": 50.7705,
"eval_chrf++": 66.3386,
"eval_gen_len": 15.0134,
"eval_loss": 0.5522322058677673,
"eval_runtime": 1606.2109,
"eval_samples_per_second": 4.558,
"eval_steps_per_second": 2.279,
"step": 2500
},
{
"epoch": 0.91,
"learning_rate": 6.474060822898032e-05,
"loss": 0.5346,
"step": 2600
},
{
"epoch": 0.95,
"learning_rate": 6.44901610017889e-05,
"loss": 0.5288,
"step": 2700
},
{
"epoch": 0.98,
"learning_rate": 6.423971377459748e-05,
"loss": 0.5356,
"step": 2800
},
{
"epoch": 1.02,
"learning_rate": 6.398926654740608e-05,
"loss": 0.4816,
"step": 2900
},
{
"epoch": 1.05,
"learning_rate": 6.373881932021467e-05,
"loss": 0.46,
"step": 3000
},
{
"epoch": 1.05,
"eval_bleu": 51.2211,
"eval_chrf++": 66.6581,
"eval_gen_len": 14.9399,
"eval_loss": 0.5472458004951477,
"eval_runtime": 1577.1872,
"eval_samples_per_second": 4.642,
"eval_steps_per_second": 2.321,
"step": 3000
},
{
"epoch": 1.09,
"learning_rate": 6.348837209302325e-05,
"loss": 0.4624,
"step": 3100
},
{
"epoch": 1.12,
"learning_rate": 6.323792486583183e-05,
"loss": 0.4614,
"step": 3200
},
{
"epoch": 1.16,
"learning_rate": 6.298747763864043e-05,
"loss": 0.4578,
"step": 3300
},
{
"epoch": 1.19,
"learning_rate": 6.273703041144901e-05,
"loss": 0.4639,
"step": 3400
},
{
"epoch": 1.23,
"learning_rate": 6.24865831842576e-05,
"loss": 0.4528,
"step": 3500
},
{
"epoch": 1.23,
"eval_bleu": 51.5852,
"eval_chrf++": 66.9915,
"eval_gen_len": 15.0586,
"eval_loss": 0.5428858995437622,
"eval_runtime": 1593.4651,
"eval_samples_per_second": 4.594,
"eval_steps_per_second": 2.298,
"step": 3500
},
{
"epoch": 1.27,
"learning_rate": 6.22361359570662e-05,
"loss": 0.4575,
"step": 3600
},
{
"epoch": 1.3,
"learning_rate": 6.198568872987478e-05,
"loss": 0.4402,
"step": 3700
},
{
"epoch": 1.34,
"learning_rate": 6.173524150268336e-05,
"loss": 0.4491,
"step": 3800
},
{
"epoch": 1.37,
"learning_rate": 6.148479427549194e-05,
"loss": 0.4621,
"step": 3900
},
{
"epoch": 1.41,
"learning_rate": 6.123434704830053e-05,
"loss": 0.4434,
"step": 4000
},
{
"epoch": 1.41,
"eval_bleu": 51.6156,
"eval_chrf++": 67.0015,
"eval_gen_len": 14.9593,
"eval_loss": 0.5395042300224304,
"eval_runtime": 1640.5913,
"eval_samples_per_second": 4.462,
"eval_steps_per_second": 2.232,
"step": 4000
},
{
"epoch": 1.44,
"learning_rate": 6.098389982110912e-05,
"loss": 0.4472,
"step": 4100
},
{
"epoch": 1.48,
"learning_rate": 6.073345259391771e-05,
"loss": 0.45,
"step": 4200
},
{
"epoch": 1.51,
"learning_rate": 6.048300536672629e-05,
"loss": 0.438,
"step": 4300
},
{
"epoch": 1.55,
"learning_rate": 6.0232558139534877e-05,
"loss": 0.4506,
"step": 4400
},
{
"epoch": 1.58,
"learning_rate": 5.998211091234346e-05,
"loss": 0.4356,
"step": 4500
},
{
"epoch": 1.58,
"eval_bleu": 51.8932,
"eval_chrf++": 67.156,
"eval_gen_len": 14.9581,
"eval_loss": 0.5352627038955688,
"eval_runtime": 1610.6884,
"eval_samples_per_second": 4.545,
"eval_steps_per_second": 2.273,
"step": 4500
},
{
"epoch": 1.62,
"learning_rate": 5.973166368515206e-05,
"loss": 0.4459,
"step": 4600
},
{
"epoch": 1.65,
"learning_rate": 5.948121645796064e-05,
"loss": 0.4354,
"step": 4700
},
{
"epoch": 1.69,
"learning_rate": 5.9230769230769225e-05,
"loss": 0.4498,
"step": 4800
},
{
"epoch": 1.72,
"learning_rate": 5.898032200357781e-05,
"loss": 0.4395,
"step": 4900
},
{
"epoch": 1.76,
"learning_rate": 5.87298747763864e-05,
"loss": 0.4404,
"step": 5000
},
{
"epoch": 1.76,
"eval_bleu": 52.2258,
"eval_chrf++": 67.5549,
"eval_gen_len": 15.0285,
"eval_loss": 0.5267295241355896,
"eval_runtime": 1625.9049,
"eval_samples_per_second": 4.503,
"eval_steps_per_second": 2.252,
"step": 5000
},
{
"epoch": 1.79,
"learning_rate": 5.847942754919499e-05,
"loss": 0.4362,
"step": 5100
},
{
"epoch": 1.83,
"learning_rate": 5.822898032200357e-05,
"loss": 0.4351,
"step": 5200
},
{
"epoch": 1.86,
"learning_rate": 5.7978533094812156e-05,
"loss": 0.4386,
"step": 5300
},
{
"epoch": 1.9,
"learning_rate": 5.7728085867620747e-05,
"loss": 0.435,
"step": 5400
},
{
"epoch": 1.93,
"learning_rate": 5.747763864042934e-05,
"loss": 0.434,
"step": 5500
},
{
"epoch": 1.93,
"eval_bleu": 52.0504,
"eval_chrf++": 67.3977,
"eval_gen_len": 15.0447,
"eval_loss": 0.5267728567123413,
"eval_runtime": 1575.9325,
"eval_samples_per_second": 4.646,
"eval_steps_per_second": 2.323,
"step": 5500
},
{
"epoch": 1.97,
"learning_rate": 5.722719141323792e-05,
"loss": 0.4442,
"step": 5600
},
{
"epoch": 2.0,
"learning_rate": 5.6976744186046504e-05,
"loss": 0.4287,
"step": 5700
},
{
"epoch": 2.04,
"learning_rate": 5.6726296958855094e-05,
"loss": 0.3744,
"step": 5800
},
{
"epoch": 2.07,
"learning_rate": 5.647584973166368e-05,
"loss": 0.3763,
"step": 5900
},
{
"epoch": 2.11,
"learning_rate": 5.622540250447227e-05,
"loss": 0.385,
"step": 6000
},
{
"epoch": 2.11,
"eval_bleu": 52.2895,
"eval_chrf++": 67.5809,
"eval_gen_len": 15.0462,
"eval_loss": 0.5324221849441528,
"eval_runtime": 1597.5578,
"eval_samples_per_second": 4.583,
"eval_steps_per_second": 2.292,
"step": 6000
},
{
"epoch": 2.14,
"learning_rate": 5.597495527728085e-05,
"loss": 0.3732,
"step": 6100
},
{
"epoch": 2.18,
"learning_rate": 5.572450805008944e-05,
"loss": 0.3712,
"step": 6200
},
{
"epoch": 2.21,
"learning_rate": 5.5474060822898026e-05,
"loss": 0.3696,
"step": 6300
},
{
"epoch": 2.25,
"learning_rate": 5.522361359570661e-05,
"loss": 0.3814,
"step": 6400
},
{
"epoch": 2.28,
"learning_rate": 5.497316636851521e-05,
"loss": 0.3782,
"step": 6500
},
{
"epoch": 2.28,
"eval_bleu": 52.7032,
"eval_chrf++": 67.8354,
"eval_gen_len": 15.0145,
"eval_loss": 0.5296782851219177,
"eval_runtime": 1601.7393,
"eval_samples_per_second": 4.571,
"eval_steps_per_second": 2.286,
"step": 6500
},
{
"epoch": 2.32,
"learning_rate": 5.472271914132379e-05,
"loss": 0.3769,
"step": 6600
},
{
"epoch": 2.35,
"learning_rate": 5.4472271914132374e-05,
"loss": 0.3743,
"step": 6700
},
{
"epoch": 2.39,
"learning_rate": 5.422182468694096e-05,
"loss": 0.3702,
"step": 6800
},
{
"epoch": 2.43,
"learning_rate": 5.3971377459749555e-05,
"loss": 0.374,
"step": 6900
},
{
"epoch": 2.46,
"learning_rate": 5.372093023255814e-05,
"loss": 0.3701,
"step": 7000
},
{
"epoch": 2.46,
"eval_bleu": 52.6804,
"eval_chrf++": 67.801,
"eval_gen_len": 15.0228,
"eval_loss": 0.5314484238624573,
"eval_runtime": 1555.2346,
"eval_samples_per_second": 4.707,
"eval_steps_per_second": 2.354,
"step": 7000
},
{
"epoch": 2.5,
"learning_rate": 5.347048300536672e-05,
"loss": 0.3695,
"step": 7100
},
{
"epoch": 2.53,
"learning_rate": 5.3220035778175306e-05,
"loss": 0.3719,
"step": 7200
},
{
"epoch": 2.57,
"learning_rate": 5.296958855098389e-05,
"loss": 0.3786,
"step": 7300
},
{
"epoch": 2.6,
"learning_rate": 5.2719141323792486e-05,
"loss": 0.3752,
"step": 7400
},
{
"epoch": 2.64,
"learning_rate": 5.246869409660107e-05,
"loss": 0.3669,
"step": 7500
},
{
"epoch": 2.64,
"eval_bleu": 52.7255,
"eval_chrf++": 67.8883,
"eval_gen_len": 14.9541,
"eval_loss": 0.5295674204826355,
"eval_runtime": 1595.3953,
"eval_samples_per_second": 4.589,
"eval_steps_per_second": 2.295,
"step": 7500
},
{
"epoch": 2.67,
"learning_rate": 5.2218246869409654e-05,
"loss": 0.3714,
"step": 7600
},
{
"epoch": 2.71,
"learning_rate": 5.1967799642218244e-05,
"loss": 0.3757,
"step": 7700
},
{
"epoch": 2.74,
"learning_rate": 5.171735241502683e-05,
"loss": 0.3723,
"step": 7800
},
{
"epoch": 2.78,
"learning_rate": 5.146690518783542e-05,
"loss": 0.3697,
"step": 7900
},
{
"epoch": 2.81,
"learning_rate": 5.1216457960644e-05,
"loss": 0.377,
"step": 8000
},
{
"epoch": 2.81,
"eval_bleu": 52.8794,
"eval_chrf++": 67.9457,
"eval_gen_len": 15.0385,
"eval_loss": 0.5260419845581055,
"eval_runtime": 1587.5224,
"eval_samples_per_second": 4.612,
"eval_steps_per_second": 2.306,
"step": 8000
}
],
"logging_steps": 100,
"max_steps": 28450,
"num_train_epochs": 10,
"save_steps": 2000,
"total_flos": 1.1095532220721398e+18,
"trial_name": null,
"trial_params": null
}