qwen2-dpo-r1-1v2 / trainer_state.json
skyai798's picture
Upload folder using huggingface_hub
f4bc83e verified
raw
history blame
5.74 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.9984,
"eval_steps": 500,
"global_step": 468,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.10666666666666667,
"grad_norm": 34.43344966418026,
"learning_rate": 4.999373573764186e-07,
"logits/chosen": -1.2502222061157227,
"logits/rejected": -1.2531837224960327,
"logps/chosen": -380.0782165527344,
"logps/rejected": -386.2172546386719,
"loss": 0.8964,
"rewards/accuracies": 0.4950000047683716,
"rewards/chosen": -0.023556923493742943,
"rewards/margins": 0.005924960598349571,
"rewards/rejected": -0.029481882229447365,
"step": 50
},
{
"epoch": 0.21333333333333335,
"grad_norm": 37.45052221475562,
"learning_rate": 4.807012604511541e-07,
"logits/chosen": -1.2312381267547607,
"logits/rejected": -1.2327096462249756,
"logps/chosen": -395.3690490722656,
"logps/rejected": -403.4739990234375,
"loss": 0.8496,
"rewards/accuracies": 0.5987499952316284,
"rewards/chosen": -0.4553294777870178,
"rewards/margins": 0.1346004605293274,
"rewards/rejected": -0.5899299383163452,
"step": 100
},
{
"epoch": 0.32,
"grad_norm": 35.36746039819262,
"learning_rate": 4.2971971741276185e-07,
"logits/chosen": -1.260800838470459,
"logits/rejected": -1.2635284662246704,
"logps/chosen": -376.4151306152344,
"logps/rejected": -384.2753601074219,
"loss": 0.8243,
"rewards/accuracies": 0.5987499952316284,
"rewards/chosen": -0.9694927930831909,
"rewards/margins": 0.27553480863571167,
"rewards/rejected": -1.2450276613235474,
"step": 150
},
{
"epoch": 0.4266666666666667,
"grad_norm": 36.27189952514476,
"learning_rate": 3.540079991103235e-07,
"logits/chosen": -1.26079523563385,
"logits/rejected": -1.2639491558074951,
"logps/chosen": -394.5101623535156,
"logps/rejected": -405.01641845703125,
"loss": 0.8048,
"rewards/accuracies": 0.6625000238418579,
"rewards/chosen": -1.2865251302719116,
"rewards/margins": 0.49585381150245667,
"rewards/rejected": -1.7823787927627563,
"step": 200
},
{
"epoch": 0.5333333333333333,
"grad_norm": 32.6541770215758,
"learning_rate": 2.639843506318899e-07,
"logits/chosen": -1.252700686454773,
"logits/rejected": -1.263854742050171,
"logps/chosen": -384.5255126953125,
"logps/rejected": -390.5956726074219,
"loss": 0.7906,
"rewards/accuracies": 0.65625,
"rewards/chosen": -1.3771264553070068,
"rewards/margins": 0.43737706542015076,
"rewards/rejected": -1.8145036697387695,
"step": 250
},
{
"epoch": 0.64,
"grad_norm": 36.7055592501965,
"learning_rate": 1.7203639775848423e-07,
"logits/chosen": -1.2447404861450195,
"logits/rejected": -1.2467286586761475,
"logps/chosen": -384.63165283203125,
"logps/rejected": -393.9804992675781,
"loss": 0.7835,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": -1.325575590133667,
"rewards/margins": 0.5131824016571045,
"rewards/rejected": -1.8387579917907715,
"step": 300
},
{
"epoch": 0.7466666666666667,
"grad_norm": 30.904620054592144,
"learning_rate": 9.081655850224449e-08,
"logits/chosen": -1.2564585208892822,
"logits/rejected": -1.256412386894226,
"logps/chosen": -383.8439025878906,
"logps/rejected": -396.41839599609375,
"loss": 0.7776,
"rewards/accuracies": 0.6775000095367432,
"rewards/chosen": -1.3743709325790405,
"rewards/margins": 0.5735958814620972,
"rewards/rejected": -1.9479665756225586,
"step": 350
},
{
"epoch": 0.8533333333333334,
"grad_norm": 34.514970559024796,
"learning_rate": 3.150101814011136e-08,
"logits/chosen": -1.2832634449005127,
"logits/rejected": -1.2844091653823853,
"logps/chosen": -393.8801574707031,
"logps/rejected": -403.3578186035156,
"loss": 0.7851,
"rewards/accuracies": 0.675000011920929,
"rewards/chosen": -1.4652782678604126,
"rewards/margins": 0.5471586585044861,
"rewards/rejected": -2.012436866760254,
"step": 400
},
{
"epoch": 0.96,
"grad_norm": 33.17626594386728,
"learning_rate": 2.251839967945535e-09,
"logits/chosen": -1.242918610572815,
"logits/rejected": -1.2440977096557617,
"logps/chosen": -381.6874084472656,
"logps/rejected": -393.9809265136719,
"loss": 0.7781,
"rewards/accuracies": 0.6937500238418579,
"rewards/chosen": -1.4276537895202637,
"rewards/margins": 0.5591089129447937,
"rewards/rejected": -1.9867626428604126,
"step": 450
},
{
"epoch": 0.9984,
"step": 468,
"total_flos": 160065019445248.0,
"train_loss": 0.8088664193438668,
"train_runtime": 8283.0284,
"train_samples_per_second": 7.244,
"train_steps_per_second": 0.057
}
],
"logging_steps": 50,
"max_steps": 468,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 160065019445248.0,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}