lora-instruct-chat-50k-cn-en / trainer_state.json
Laurie's picture
Upload 8 files
c6c8786
raw
history blame
10.2 kB
{
"best_metric": 1.110647439956665,
"best_model_checkpoint": "outs/instuct_chat_50k/checkpoint-2000",
"epoch": 0.23353573096683794,
"global_step": 3000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0,
"learning_rate": 1.5568240788790864e-07,
"loss": 1.1388,
"step": 1
},
{
"epoch": 0.01,
"learning_rate": 1.5412558380902958e-05,
"loss": 1.5551,
"step": 100
},
{
"epoch": 0.01,
"eval_loss": 1.2936956882476807,
"eval_runtime": 31.4406,
"eval_samples_per_second": 6.361,
"eval_steps_per_second": 0.795,
"step": 100
},
{
"epoch": 0.02,
"learning_rate": 3.098079916969382e-05,
"loss": 1.4423,
"step": 200
},
{
"epoch": 0.02,
"eval_loss": 1.227220892906189,
"eval_runtime": 31.4526,
"eval_samples_per_second": 6.359,
"eval_steps_per_second": 0.795,
"step": 200
},
{
"epoch": 0.02,
"learning_rate": 4.6393357550596784e-05,
"loss": 1.3335,
"step": 300
},
{
"epoch": 0.02,
"eval_loss": 1.2049953937530518,
"eval_runtime": 31.9522,
"eval_samples_per_second": 6.259,
"eval_steps_per_second": 0.782,
"step": 300
},
{
"epoch": 0.03,
"learning_rate": 6.165023352361183e-05,
"loss": 1.4225,
"step": 400
},
{
"epoch": 0.03,
"eval_loss": 1.1863670349121094,
"eval_runtime": 31.5148,
"eval_samples_per_second": 6.346,
"eval_steps_per_second": 0.793,
"step": 400
},
{
"epoch": 0.04,
"learning_rate": 7.721847431240269e-05,
"loss": 1.3618,
"step": 500
},
{
"epoch": 0.04,
"eval_loss": 1.1773875951766968,
"eval_runtime": 31.4521,
"eval_samples_per_second": 6.359,
"eval_steps_per_second": 0.795,
"step": 500
},
{
"epoch": 0.05,
"learning_rate": 9.278671510119357e-05,
"loss": 1.3262,
"step": 600
},
{
"epoch": 0.05,
"eval_loss": 1.168226718902588,
"eval_runtime": 31.5121,
"eval_samples_per_second": 6.347,
"eval_steps_per_second": 0.793,
"step": 600
},
{
"epoch": 0.05,
"learning_rate": 0.00010835495588998442,
"loss": 1.2133,
"step": 700
},
{
"epoch": 0.05,
"eval_loss": 1.1481703519821167,
"eval_runtime": 31.504,
"eval_samples_per_second": 6.348,
"eval_steps_per_second": 0.794,
"step": 700
},
{
"epoch": 0.06,
"learning_rate": 0.00012392319667877528,
"loss": 1.2034,
"step": 800
},
{
"epoch": 0.06,
"eval_loss": 1.13801908493042,
"eval_runtime": 31.5183,
"eval_samples_per_second": 6.346,
"eval_steps_per_second": 0.793,
"step": 800
},
{
"epoch": 0.07,
"learning_rate": 0.00013949143746756616,
"loss": 1.2159,
"step": 900
},
{
"epoch": 0.07,
"eval_loss": 1.1303695440292358,
"eval_runtime": 31.4531,
"eval_samples_per_second": 6.359,
"eval_steps_per_second": 0.795,
"step": 900
},
{
"epoch": 0.08,
"learning_rate": 0.00015505967825635704,
"loss": 1.1612,
"step": 1000
},
{
"epoch": 0.08,
"eval_loss": 1.1280632019042969,
"eval_runtime": 31.434,
"eval_samples_per_second": 6.363,
"eval_steps_per_second": 0.795,
"step": 1000
},
{
"epoch": 0.09,
"learning_rate": 0.00017062791904514786,
"loss": 1.1549,
"step": 1100
},
{
"epoch": 0.09,
"eval_loss": 1.1211422681808472,
"eval_runtime": 31.5065,
"eval_samples_per_second": 6.348,
"eval_steps_per_second": 0.793,
"step": 1100
},
{
"epoch": 0.09,
"learning_rate": 0.00018619615983393875,
"loss": 1.2038,
"step": 1200
},
{
"epoch": 0.09,
"eval_loss": 1.126134991645813,
"eval_runtime": 31.4919,
"eval_samples_per_second": 6.351,
"eval_steps_per_second": 0.794,
"step": 1200
},
{
"epoch": 0.1,
"learning_rate": 0.00020176440062272963,
"loss": 1.1784,
"step": 1300
},
{
"epoch": 0.1,
"eval_loss": 1.1223646402359009,
"eval_runtime": 31.4108,
"eval_samples_per_second": 6.367,
"eval_steps_per_second": 0.796,
"step": 1300
},
{
"epoch": 0.11,
"learning_rate": 0.00021733264141152048,
"loss": 1.1834,
"step": 1400
},
{
"epoch": 0.11,
"eval_loss": 1.113663911819458,
"eval_runtime": 31.463,
"eval_samples_per_second": 6.357,
"eval_steps_per_second": 0.795,
"step": 1400
},
{
"epoch": 0.12,
"learning_rate": 0.00023290088220031133,
"loss": 1.1974,
"step": 1500
},
{
"epoch": 0.12,
"eval_loss": 1.1265443563461304,
"eval_runtime": 31.4893,
"eval_samples_per_second": 6.351,
"eval_steps_per_second": 0.794,
"step": 1500
},
{
"epoch": 0.12,
"learning_rate": 0.0002484691229891022,
"loss": 1.2174,
"step": 1600
},
{
"epoch": 0.12,
"eval_loss": 1.1237465143203735,
"eval_runtime": 31.5226,
"eval_samples_per_second": 6.345,
"eval_steps_per_second": 0.793,
"step": 1600
},
{
"epoch": 0.13,
"learning_rate": 0.00026403736377789307,
"loss": 1.2019,
"step": 1700
},
{
"epoch": 0.13,
"eval_loss": 1.1198475360870361,
"eval_runtime": 31.4658,
"eval_samples_per_second": 6.356,
"eval_steps_per_second": 0.795,
"step": 1700
},
{
"epoch": 0.14,
"learning_rate": 0.0002796056045666839,
"loss": 1.2114,
"step": 1800
},
{
"epoch": 0.14,
"eval_loss": 1.1201978921890259,
"eval_runtime": 31.5138,
"eval_samples_per_second": 6.346,
"eval_steps_per_second": 0.793,
"step": 1800
},
{
"epoch": 0.15,
"learning_rate": 0.00029517384535547483,
"loss": 1.1848,
"step": 1900
},
{
"epoch": 0.15,
"eval_loss": 1.1198968887329102,
"eval_runtime": 31.1932,
"eval_samples_per_second": 6.412,
"eval_steps_per_second": 0.801,
"step": 1900
},
{
"epoch": 0.16,
"learning_rate": 0.0002994345961596241,
"loss": 1.129,
"step": 2000
},
{
"epoch": 0.16,
"eval_loss": 1.110647439956665,
"eval_runtime": 31.1909,
"eval_samples_per_second": 6.412,
"eval_steps_per_second": 0.802,
"step": 2000
},
{
"epoch": 0.16,
"learning_rate": 0.00029861517030400697,
"loss": 1.1864,
"step": 2100
},
{
"epoch": 0.16,
"eval_loss": 1.1134731769561768,
"eval_runtime": 31.169,
"eval_samples_per_second": 6.417,
"eval_steps_per_second": 0.802,
"step": 2100
},
{
"epoch": 0.17,
"learning_rate": 0.0002977957444483898,
"loss": 1.1725,
"step": 2200
},
{
"epoch": 0.17,
"eval_loss": 1.1226890087127686,
"eval_runtime": 31.1975,
"eval_samples_per_second": 6.411,
"eval_steps_per_second": 0.801,
"step": 2200
},
{
"epoch": 0.18,
"learning_rate": 0.0002969763185927726,
"loss": 1.1363,
"step": 2300
},
{
"epoch": 0.18,
"eval_loss": 1.1255100965499878,
"eval_runtime": 31.237,
"eval_samples_per_second": 6.403,
"eval_steps_per_second": 0.8,
"step": 2300
},
{
"epoch": 0.19,
"learning_rate": 0.00029615689273715547,
"loss": 1.204,
"step": 2400
},
{
"epoch": 0.19,
"eval_loss": 1.1148998737335205,
"eval_runtime": 31.2369,
"eval_samples_per_second": 6.403,
"eval_steps_per_second": 0.8,
"step": 2400
},
{
"epoch": 0.19,
"learning_rate": 0.0002953374668815383,
"loss": 1.1465,
"step": 2500
},
{
"epoch": 0.19,
"eval_loss": 1.1103030443191528,
"eval_runtime": 31.2141,
"eval_samples_per_second": 6.407,
"eval_steps_per_second": 0.801,
"step": 2500
},
{
"epoch": 0.2,
"learning_rate": 0.0002945180410259212,
"loss": 1.2058,
"step": 2600
},
{
"epoch": 0.2,
"eval_loss": 1.1112116575241089,
"eval_runtime": 31.6225,
"eval_samples_per_second": 6.325,
"eval_steps_per_second": 0.791,
"step": 2600
},
{
"epoch": 0.21,
"learning_rate": 0.00029369861517030397,
"loss": 1.1662,
"step": 2700
},
{
"epoch": 0.21,
"eval_loss": 1.1122115850448608,
"eval_runtime": 31.1829,
"eval_samples_per_second": 6.414,
"eval_steps_per_second": 0.802,
"step": 2700
},
{
"epoch": 0.22,
"learning_rate": 0.0002928791893146868,
"loss": 1.1372,
"step": 2800
},
{
"epoch": 0.22,
"eval_loss": 1.1113629341125488,
"eval_runtime": 31.6588,
"eval_samples_per_second": 6.317,
"eval_steps_per_second": 0.79,
"step": 2800
},
{
"epoch": 0.23,
"learning_rate": 0.0002920597634590696,
"loss": 1.1693,
"step": 2900
},
{
"epoch": 0.23,
"eval_loss": 1.1073808670043945,
"eval_runtime": 31.5886,
"eval_samples_per_second": 6.331,
"eval_steps_per_second": 0.791,
"step": 2900
},
{
"epoch": 0.23,
"learning_rate": 0.0002912403376034525,
"loss": 1.1776,
"step": 3000
},
{
"epoch": 0.23,
"eval_loss": 1.1112266778945923,
"eval_runtime": 31.3957,
"eval_samples_per_second": 6.37,
"eval_steps_per_second": 0.796,
"step": 3000
}
],
"max_steps": 38538,
"num_train_epochs": 3,
"total_flos": 4.679774978918646e+17,
"trial_name": null,
"trial_params": null
}