ShenaoZ's picture
Model save
494a157 verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.99581589958159,
"eval_steps": 500,
"global_step": 119,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.01,
"learning_rate": 2.083333333333333e-08,
"logits/chosen": -0.29348519444465637,
"logits/rejected": 0.2745956778526306,
"logps/chosen": -335.8572082519531,
"logps/pi_response": -247.91940307617188,
"logps/ref_response": -247.91940307617188,
"logps/rejected": -424.2975769042969,
"loss": 0.6931,
"rewards/accuracies": 0.0,
"rewards/chosen": 0.0,
"rewards/margins": 0.0,
"rewards/rejected": 0.0,
"step": 1
},
{
"epoch": 0.08,
"learning_rate": 2.0833333333333333e-07,
"logits/chosen": -0.016916176304221153,
"logits/rejected": 0.3731401562690735,
"logps/chosen": -313.33453369140625,
"logps/pi_response": -241.23513793945312,
"logps/ref_response": -240.8330078125,
"logps/rejected": -450.3893127441406,
"loss": 0.6904,
"rewards/accuracies": 0.5208333134651184,
"rewards/chosen": -0.006909824442118406,
"rewards/margins": 0.008017909713089466,
"rewards/rejected": -0.014927736483514309,
"step": 10
},
{
"epoch": 0.17,
"learning_rate": 2.4656762641186986e-07,
"logits/chosen": 0.31496933102607727,
"logits/rejected": 0.8171666860580444,
"logps/chosen": -352.06365966796875,
"logps/pi_response": -238.83694458007812,
"logps/ref_response": -230.2179718017578,
"logps/rejected": -454.1331481933594,
"loss": 0.6634,
"rewards/accuracies": 0.550000011920929,
"rewards/chosen": -0.21408605575561523,
"rewards/margins": 0.10318803787231445,
"rewards/rejected": -0.3172740936279297,
"step": 20
},
{
"epoch": 0.25,
"learning_rate": 2.3294604018447765e-07,
"logits/chosen": 0.6205056309700012,
"logits/rejected": 1.315418004989624,
"logps/chosen": -350.58807373046875,
"logps/pi_response": -252.17074584960938,
"logps/ref_response": -247.3958282470703,
"logps/rejected": -490.704345703125,
"loss": 0.66,
"rewards/accuracies": 0.59375,
"rewards/chosen": -0.2715633511543274,
"rewards/margins": 0.2851446270942688,
"rewards/rejected": -0.5567079782485962,
"step": 30
},
{
"epoch": 0.33,
"learning_rate": 2.1008562769363286e-07,
"logits/chosen": 0.4185073971748352,
"logits/rejected": 1.0126984119415283,
"logps/chosen": -352.34619140625,
"logps/pi_response": -251.9999237060547,
"logps/ref_response": -249.653564453125,
"logps/rejected": -483.85797119140625,
"loss": 0.6384,
"rewards/accuracies": 0.5874999761581421,
"rewards/chosen": -0.19181792438030243,
"rewards/margins": 0.26109081506729126,
"rewards/rejected": -0.4529086947441101,
"step": 40
},
{
"epoch": 0.42,
"learning_rate": 1.799429533390377e-07,
"logits/chosen": 0.5379453301429749,
"logits/rejected": 1.0736875534057617,
"logps/chosen": -371.8102722167969,
"logps/pi_response": -259.549560546875,
"logps/ref_response": -243.3005828857422,
"logps/rejected": -455.50726318359375,
"loss": 0.6237,
"rewards/accuracies": 0.581250011920929,
"rewards/chosen": -0.2562716603279114,
"rewards/margins": 0.19361995160579681,
"rewards/rejected": -0.4498916268348694,
"step": 50
},
{
"epoch": 0.5,
"learning_rate": 1.4509785173993353e-07,
"logits/chosen": 0.6267152428627014,
"logits/rejected": 1.2144675254821777,
"logps/chosen": -361.84320068359375,
"logps/pi_response": -248.54367065429688,
"logps/ref_response": -226.105224609375,
"logps/rejected": -504.59698486328125,
"loss": 0.6139,
"rewards/accuracies": 0.637499988079071,
"rewards/chosen": -0.3499058783054352,
"rewards/margins": 0.31102269887924194,
"rewards/rejected": -0.6609286069869995,
"step": 60
},
{
"epoch": 0.59,
"learning_rate": 1.0853262626989767e-07,
"logits/chosen": 0.5657416582107544,
"logits/rejected": 1.2980989217758179,
"logps/chosen": -384.35614013671875,
"logps/pi_response": -273.2232971191406,
"logps/ref_response": -245.3466033935547,
"logps/rejected": -527.5657958984375,
"loss": 0.6125,
"rewards/accuracies": 0.612500011920929,
"rewards/chosen": -0.4277406632900238,
"rewards/margins": 0.41355961561203003,
"rewards/rejected": -0.841300368309021,
"step": 70
},
{
"epoch": 0.67,
"learning_rate": 7.337680131745147e-08,
"logits/chosen": 0.7760927081108093,
"logits/rejected": 1.4221640825271606,
"logps/chosen": -380.4726257324219,
"logps/pi_response": -258.78680419921875,
"logps/ref_response": -240.14889526367188,
"logps/rejected": -459.6902770996094,
"loss": 0.6073,
"rewards/accuracies": 0.574999988079071,
"rewards/chosen": -0.30700814723968506,
"rewards/margins": 0.28355568647384644,
"rewards/rejected": -0.5905638933181763,
"step": 80
},
{
"epoch": 0.75,
"learning_rate": 4.263927427548612e-08,
"logits/chosen": 0.7522335648536682,
"logits/rejected": 1.2077925205230713,
"logps/chosen": -352.4031677246094,
"logps/pi_response": -252.8551788330078,
"logps/ref_response": -233.1865692138672,
"logps/rejected": -482.69781494140625,
"loss": 0.6154,
"rewards/accuracies": 0.574999988079071,
"rewards/chosen": -0.29174160957336426,
"rewards/margins": 0.2862595021724701,
"rewards/rejected": -0.578001081943512,
"step": 90
},
{
"epoch": 0.84,
"learning_rate": 1.8950791687585634e-08,
"logits/chosen": 0.6551345586776733,
"logits/rejected": 1.1925513744354248,
"logps/chosen": -372.08685302734375,
"logps/pi_response": -266.1755676269531,
"logps/ref_response": -243.803466796875,
"logps/rejected": -469.5684509277344,
"loss": 0.6298,
"rewards/accuracies": 0.59375,
"rewards/chosen": -0.31566232442855835,
"rewards/margins": 0.2684438228607178,
"rewards/rejected": -0.5841061472892761,
"step": 100
},
{
"epoch": 0.92,
"learning_rate": 4.338790361069836e-09,
"logits/chosen": 0.6615439653396606,
"logits/rejected": 1.032914400100708,
"logps/chosen": -393.44122314453125,
"logps/pi_response": -262.7541198730469,
"logps/ref_response": -238.8057098388672,
"logps/rejected": -429.650634765625,
"loss": 0.6117,
"rewards/accuracies": 0.574999988079071,
"rewards/chosen": -0.35318782925605774,
"rewards/margins": 0.17442646622657776,
"rewards/rejected": -0.5276142358779907,
"step": 110
},
{
"epoch": 1.0,
"step": 119,
"total_flos": 0.0,
"train_loss": 0.6335267820278135,
"train_runtime": 3410.0395,
"train_samples_per_second": 4.482,
"train_steps_per_second": 0.035
}
],
"logging_steps": 10,
"max_steps": 119,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 100,
"total_flos": 0.0,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}