phi-2-gpo-ultrachat-lora / trainer_state.json
lole25's picture
Model save
7912528 verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.9921671018276762,
"eval_steps": 100,
"global_step": 95,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.01,
"learning_rate": 5.000000000000001e-07,
"logits/chosen": 0.8826487064361572,
"logits/rejected": 0.921362042427063,
"logps/chosen": -36.58121871948242,
"logps/rejected": -54.902320861816406,
"loss": 0.0001,
"rewards/accuracies": 0.0,
"rewards/chosen": 0.0,
"rewards/margins": 0.0,
"rewards/rejected": 0.0,
"step": 1
},
{
"epoch": 0.1,
"learning_rate": 5e-06,
"logits/chosen": 0.8916183114051819,
"logits/rejected": 0.873969316482544,
"logps/chosen": -87.77237701416016,
"logps/rejected": -96.3612289428711,
"loss": 0.0001,
"rewards/accuracies": 0.2222222238779068,
"rewards/chosen": 0.0002965294988825917,
"rewards/margins": 0.00019970430003013462,
"rewards/rejected": 9.682523523224518e-05,
"step": 10
},
{
"epoch": 0.21,
"learning_rate": 4.83118057351089e-06,
"logits/chosen": 0.7805377244949341,
"logits/rejected": 0.8473492860794067,
"logps/chosen": -91.75300598144531,
"logps/rejected": -85.11421966552734,
"loss": 0.0001,
"rewards/accuracies": 0.25,
"rewards/chosen": 4.452450230019167e-05,
"rewards/margins": -0.00017617340199649334,
"rewards/rejected": 0.00022069788246881217,
"step": 20
},
{
"epoch": 0.31,
"learning_rate": 4.3475222930516484e-06,
"logits/chosen": 0.8648212552070618,
"logits/rejected": 0.8478900194168091,
"logps/chosen": -85.289306640625,
"logps/rejected": -78.0145492553711,
"loss": 0.0001,
"rewards/accuracies": 0.28125,
"rewards/chosen": 0.00029949203599244356,
"rewards/margins": 6.509931699838489e-05,
"rewards/rejected": 0.00023439270444214344,
"step": 30
},
{
"epoch": 0.42,
"learning_rate": 3.6143458894413463e-06,
"logits/chosen": 0.7649093270301819,
"logits/rejected": 0.8426358103752136,
"logps/chosen": -122.76078033447266,
"logps/rejected": -108.79180908203125,
"loss": 0.0001,
"rewards/accuracies": 0.26249998807907104,
"rewards/chosen": -0.0002823365502990782,
"rewards/margins": -9.583422070136294e-05,
"rewards/rejected": -0.00018650232232175767,
"step": 40
},
{
"epoch": 0.52,
"learning_rate": 2.730670898658255e-06,
"logits/chosen": 0.8404033780097961,
"logits/rejected": 0.8685251474380493,
"logps/chosen": -65.78496551513672,
"logps/rejected": -71.65745544433594,
"loss": 0.0001,
"rewards/accuracies": 0.23749999701976776,
"rewards/chosen": -0.0002987021580338478,
"rewards/margins": -0.0003552257257979363,
"rewards/rejected": 5.65235604881309e-05,
"step": 50
},
{
"epoch": 0.63,
"learning_rate": 1.8158425248197931e-06,
"logits/chosen": 0.8147390484809875,
"logits/rejected": 0.8857711553573608,
"logps/chosen": -117.61279296875,
"logps/rejected": -110.9428482055664,
"loss": 0.0001,
"rewards/accuracies": 0.30000001192092896,
"rewards/chosen": 0.00020218415011186153,
"rewards/margins": 0.0003176866448484361,
"rewards/rejected": -0.00011550241470104083,
"step": 60
},
{
"epoch": 0.73,
"learning_rate": 9.934134090518593e-07,
"logits/chosen": 0.8052595257759094,
"logits/rejected": 0.8626030087471008,
"logps/chosen": -82.66513061523438,
"logps/rejected": -83.91613006591797,
"loss": 0.0001,
"rewards/accuracies": 0.2750000059604645,
"rewards/chosen": -1.9253784557804465e-05,
"rewards/margins": 6.199729250511155e-05,
"rewards/rejected": -8.125107706291601e-05,
"step": 70
},
{
"epoch": 0.84,
"learning_rate": 3.7445716067596506e-07,
"logits/chosen": 0.7661033272743225,
"logits/rejected": 0.829667866230011,
"logps/chosen": -105.8118667602539,
"logps/rejected": -104.9473876953125,
"loss": 0.0001,
"rewards/accuracies": 0.2874999940395355,
"rewards/chosen": 2.1945637854514644e-05,
"rewards/margins": -0.00017051820759661496,
"rewards/rejected": 0.00019246386364102364,
"step": 80
},
{
"epoch": 0.94,
"learning_rate": 4.256725079024554e-08,
"logits/chosen": 0.8347122073173523,
"logits/rejected": 0.8553287386894226,
"logps/chosen": -77.658203125,
"logps/rejected": -89.99678039550781,
"loss": 0.0001,
"rewards/accuracies": 0.34375,
"rewards/chosen": 0.0003329566097818315,
"rewards/margins": 0.0006740919779986143,
"rewards/rejected": -0.0003411353682167828,
"step": 90
},
{
"epoch": 0.99,
"step": 95,
"total_flos": 0.0,
"train_loss": 0.0001254068662283795,
"train_runtime": 1151.127,
"train_samples_per_second": 5.31,
"train_steps_per_second": 0.083
}
],
"logging_steps": 10,
"max_steps": 95,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 100,
"total_flos": 0.0,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}