llama-410m-nh8-dclm-7.5b / trainer_state.json
peihaowang's picture
Upload folder using huggingface_hub
17e5b04 verified
{
"best_metric": 3.168581008911133,
"best_model_checkpoint": "./snap_diff_llama/diff_llama_410m_mha_nh8/checkpoint-14000",
"epoch": 0.03757142857142857,
"eval_steps": 1000,
"global_step": 14000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0,
"learning_rate": 2.1428571428571426e-07,
"loss": 11.0346,
"step": 1
},
{
"epoch": 0.07,
"learning_rate": 0.00021428571428571427,
"loss": 6.4461,
"step": 1000
},
{
"epoch": 0.07,
"eval_loss": 4.968512535095215,
"eval_ppl": 143.81281168511583,
"eval_runtime": 29.3664,
"eval_samples_per_second": 17.026,
"eval_steps_per_second": 0.136,
"step": 1000
},
{
"epoch": 0.14,
"learning_rate": 0.0002983246239337692,
"loss": 4.372,
"step": 2000
},
{
"epoch": 0.14,
"eval_loss": 4.0148515701293945,
"eval_ppl": 55.41506954042567,
"eval_runtime": 29.4326,
"eval_samples_per_second": 16.988,
"eval_steps_per_second": 0.136,
"step": 2000
},
{
"epoch": 0.21,
"learning_rate": 0.00028822143178056114,
"loss": 3.7967,
"step": 3000
},
{
"epoch": 0.21,
"eval_loss": 3.630861759185791,
"eval_ppl": 37.74532999066067,
"eval_runtime": 29.3762,
"eval_samples_per_second": 17.021,
"eval_steps_per_second": 0.136,
"step": 3000
},
{
"epoch": 0.29,
"learning_rate": 0.0002695698760834384,
"loss": 3.5768,
"step": 4000
},
{
"epoch": 0.29,
"eval_loss": 3.4959921836853027,
"eval_ppl": 32.982996915103584,
"eval_runtime": 29.6127,
"eval_samples_per_second": 16.885,
"eval_steps_per_second": 0.135,
"step": 4000
},
{
"epoch": 0.04,
"learning_rate": 0.00024352347027881003,
"loss": 3.431,
"step": 5000
},
{
"epoch": 0.04,
"eval_loss": 3.3921093940734863,
"eval_ppl": 29.72859550067386,
"eval_runtime": 30.2978,
"eval_samples_per_second": 16.503,
"eval_steps_per_second": 0.132,
"step": 5000
},
{
"epoch": 0.11,
"learning_rate": 0.00021169306546959174,
"loss": 3.3882,
"step": 6000
},
{
"epoch": 0.11,
"eval_loss": 3.3295722007751465,
"eval_ppl": 27.926392258476014,
"eval_runtime": 30.1857,
"eval_samples_per_second": 16.564,
"eval_steps_per_second": 0.133,
"step": 6000
},
{
"epoch": 0.18,
"learning_rate": 0.00017604722665003956,
"loss": 3.3295,
"step": 7000
},
{
"epoch": 0.18,
"eval_loss": 3.275782823562622,
"eval_ppl": 26.463933965027962,
"eval_runtime": 30.4221,
"eval_samples_per_second": 16.435,
"eval_steps_per_second": 0.131,
"step": 7000
},
{
"epoch": 0.25,
"learning_rate": 0.00013879048596203636,
"loss": 3.3156,
"step": 8000
},
{
"epoch": 0.25,
"eval_loss": 3.243619680404663,
"eval_ppl": 25.62631313413772,
"eval_runtime": 29.7883,
"eval_samples_per_second": 16.785,
"eval_steps_per_second": 0.134,
"step": 8000
},
{
"epoch": 0.32,
"learning_rate": 0.00010222700246224735,
"loss": 3.2716,
"step": 9000
},
{
"epoch": 0.32,
"eval_loss": 3.2149527072906494,
"eval_ppl": 24.90211419486803,
"eval_runtime": 29.5361,
"eval_samples_per_second": 16.928,
"eval_steps_per_second": 0.135,
"step": 9000
},
{
"epoch": 0.07,
"learning_rate": 6.86180604201361e-05,
"loss": 3.2465,
"step": 10000
},
{
"epoch": 0.07,
"eval_loss": 3.1856298446655273,
"eval_ppl": 24.182514838168,
"eval_runtime": 30.0092,
"eval_samples_per_second": 16.662,
"eval_steps_per_second": 0.133,
"step": 10000
},
{
"epoch": 0.14,
"learning_rate": 4.004221922552608e-05,
"loss": 3.2423,
"step": 11000
},
{
"epoch": 0.14,
"eval_loss": 3.1793622970581055,
"eval_ppl": 24.031423755029174,
"eval_runtime": 29.7001,
"eval_samples_per_second": 16.835,
"eval_steps_per_second": 0.135,
"step": 11000
},
{
"epoch": 0.21,
"learning_rate": 1.82667639944657e-05,
"loss": 3.2024,
"step": 12000
},
{
"epoch": 0.21,
"eval_loss": 3.1691527366638184,
"eval_ppl": 23.787321690556684,
"eval_runtime": 29.8148,
"eval_samples_per_second": 16.77,
"eval_steps_per_second": 0.134,
"step": 12000
},
{
"epoch": 0.29,
"learning_rate": 1e-05,
"loss": 3.2188,
"step": 13000
},
{
"epoch": 0.29,
"eval_loss": 3.1688954830169678,
"eval_ppl": 23.781203102351288,
"eval_runtime": 29.6003,
"eval_samples_per_second": 16.892,
"eval_steps_per_second": 0.135,
"step": 13000
},
{
"epoch": 0.04,
"learning_rate": 1e-05,
"loss": 3.2089,
"step": 14000
},
{
"epoch": 0.04,
"eval_loss": 3.168581008911133,
"eval_ppl": 23.773725705555453,
"eval_runtime": 30.6392,
"eval_samples_per_second": 16.319,
"eval_steps_per_second": 0.131,
"step": 14000
},
{
"epoch": 0.04,
"step": 14000,
"total_flos": 2.000248354517916e+19,
"train_loss": 0.12056473214285714,
"train_runtime": 1704.5129,
"train_samples_per_second": 2102.654,
"train_steps_per_second": 8.213
}
],
"logging_steps": 1000,
"max_steps": 14000,
"num_input_tokens_seen": 0,
"num_train_epochs": 9223372036854775807,
"save_steps": 1000,
"total_flos": 2.000248354517916e+19,
"train_batch_size": 16,
"trial_name": null,
"trial_params": null
}