|
{ |
|
"best_metric": 1.9277071952819824, |
|
"best_model_checkpoint": "./Zephyr/08-03-24-Weni-WeniGPT-2.10.1-Zephyr-7B-DPO-prompt-binarized-GPTQ_DPO tests with binarized dataset GPTQ-2_max_steps-896_batch_16_2024-03-08_ppid_7990/checkpoint-100", |
|
"epoch": 1.7777777777777777, |
|
"eval_steps": 100, |
|
"global_step": 200, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.18, |
|
"grad_norm": 119.0400161743164, |
|
"learning_rate": 3.111111111111111e-05, |
|
"logits/chosen": -2.6437883377075195, |
|
"logits/rejected": -2.640676498413086, |
|
"logps/chosen": -346.0354309082031, |
|
"logps/rejected": -315.1640319824219, |
|
"loss": 0.6706, |
|
"rewards/accuracies": 0.30000001192092896, |
|
"rewards/chosen": 0.2039356678724289, |
|
"rewards/margins": 0.1839628666639328, |
|
"rewards/rejected": 0.019972801208496094, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.36, |
|
"grad_norm": 55.844058990478516, |
|
"learning_rate": 7.555555555555556e-05, |
|
"logits/chosen": -2.7053043842315674, |
|
"logits/rejected": -2.706561326980591, |
|
"logps/chosen": -348.75, |
|
"logps/rejected": -336.07830810546875, |
|
"loss": 0.7255, |
|
"rewards/accuracies": 0.5062500238418579, |
|
"rewards/chosen": -0.3999950885772705, |
|
"rewards/margins": 0.9534912109375, |
|
"rewards/rejected": -1.3534862995147705, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.53, |
|
"grad_norm": 156.59803771972656, |
|
"learning_rate": 0.00011777777777777779, |
|
"logits/chosen": -2.644763946533203, |
|
"logits/rejected": -2.6682467460632324, |
|
"logps/chosen": -352.20233154296875, |
|
"logps/rejected": -343.33941650390625, |
|
"loss": 0.8382, |
|
"rewards/accuracies": 0.5718749761581421, |
|
"rewards/chosen": 2.873349189758301, |
|
"rewards/margins": 1.9845993518829346, |
|
"rewards/rejected": 0.8887494802474976, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 0.71, |
|
"grad_norm": 113.42001342773438, |
|
"learning_rate": 0.00016222222222222224, |
|
"logits/chosen": -2.652919292449951, |
|
"logits/rejected": -2.663282871246338, |
|
"logps/chosen": -350.60443115234375, |
|
"logps/rejected": -333.491455078125, |
|
"loss": 1.6409, |
|
"rewards/accuracies": 0.512499988079071, |
|
"rewards/chosen": 4.428155899047852, |
|
"rewards/margins": 2.1724541187286377, |
|
"rewards/rejected": 2.255702018737793, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 0.89, |
|
"grad_norm": 77.21934509277344, |
|
"learning_rate": 0.0001992555831265509, |
|
"logits/chosen": -2.6474595069885254, |
|
"logits/rejected": -2.6597702503204346, |
|
"logps/chosen": -318.25653076171875, |
|
"logps/rejected": -302.04241943359375, |
|
"loss": 1.9207, |
|
"rewards/accuracies": 0.4937500059604645, |
|
"rewards/chosen": 14.573875427246094, |
|
"rewards/margins": 3.523595094680786, |
|
"rewards/rejected": 11.050280570983887, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 0.89, |
|
"eval_logits/chosen": -2.7368459701538086, |
|
"eval_logits/rejected": -2.746166467666626, |
|
"eval_logps/chosen": -334.51287841796875, |
|
"eval_logps/rejected": -329.4024658203125, |
|
"eval_loss": 1.9277071952819824, |
|
"eval_rewards/accuracies": 0.5350000262260437, |
|
"eval_rewards/chosen": 18.78862190246582, |
|
"eval_rewards/margins": 5.63677978515625, |
|
"eval_rewards/rejected": 13.151841163635254, |
|
"eval_runtime": 94.4139, |
|
"eval_samples_per_second": 2.118, |
|
"eval_steps_per_second": 0.53, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 1.07, |
|
"grad_norm": 83.98187255859375, |
|
"learning_rate": 0.00019429280397022334, |
|
"logits/chosen": -2.639448642730713, |
|
"logits/rejected": -2.6476964950561523, |
|
"logps/chosen": -316.87982177734375, |
|
"logps/rejected": -308.38568115234375, |
|
"loss": 1.7601, |
|
"rewards/accuracies": 0.5562499761581421, |
|
"rewards/chosen": 27.463403701782227, |
|
"rewards/margins": 10.681607246398926, |
|
"rewards/rejected": 16.781795501708984, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 1.24, |
|
"grad_norm": 0.0, |
|
"learning_rate": 0.0001893300248138958, |
|
"logits/chosen": -2.6575229167938232, |
|
"logits/rejected": -2.6546902656555176, |
|
"logps/chosen": -350.1793212890625, |
|
"logps/rejected": -348.28985595703125, |
|
"loss": 1.8357, |
|
"rewards/accuracies": 0.6156250238418579, |
|
"rewards/chosen": -23.570585250854492, |
|
"rewards/margins": 16.757661819458008, |
|
"rewards/rejected": -40.32825469970703, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 1.42, |
|
"grad_norm": 1.0552074909210205, |
|
"learning_rate": 0.00018436724565756824, |
|
"logits/chosen": -2.690781831741333, |
|
"logits/rejected": -2.691371440887451, |
|
"logps/chosen": -403.81378173828125, |
|
"logps/rejected": -407.43475341796875, |
|
"loss": 1.4241, |
|
"rewards/accuracies": 0.6343749761581421, |
|
"rewards/chosen": -46.7193489074707, |
|
"rewards/margins": 20.419803619384766, |
|
"rewards/rejected": -67.13915252685547, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 1.6, |
|
"grad_norm": 88.9915771484375, |
|
"learning_rate": 0.0001794044665012407, |
|
"logits/chosen": -2.6750125885009766, |
|
"logits/rejected": -2.682309627532959, |
|
"logps/chosen": -399.62066650390625, |
|
"logps/rejected": -409.8529357910156, |
|
"loss": 1.9108, |
|
"rewards/accuracies": 0.621874988079071, |
|
"rewards/chosen": -49.57743453979492, |
|
"rewards/margins": 20.643938064575195, |
|
"rewards/rejected": -70.22136688232422, |
|
"step": 180 |
|
}, |
|
{ |
|
"epoch": 1.78, |
|
"grad_norm": 138.35623168945312, |
|
"learning_rate": 0.00017444168734491314, |
|
"logits/chosen": -2.7050137519836426, |
|
"logits/rejected": -2.712310552597046, |
|
"logps/chosen": -397.1112365722656, |
|
"logps/rejected": -406.0185852050781, |
|
"loss": 2.0578, |
|
"rewards/accuracies": 0.574999988079071, |
|
"rewards/chosen": -53.7899284362793, |
|
"rewards/margins": 17.770038604736328, |
|
"rewards/rejected": -71.55997467041016, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 1.78, |
|
"eval_logits/chosen": -2.6775686740875244, |
|
"eval_logits/rejected": -2.6850674152374268, |
|
"eval_logps/chosen": -419.0586242675781, |
|
"eval_logps/rejected": -420.5866394042969, |
|
"eval_loss": 2.5765089988708496, |
|
"eval_rewards/accuracies": 0.550000011920929, |
|
"eval_rewards/chosen": -65.75714874267578, |
|
"eval_rewards/margins": 12.275188446044922, |
|
"eval_rewards/rejected": -78.03234100341797, |
|
"eval_runtime": 94.1202, |
|
"eval_samples_per_second": 2.125, |
|
"eval_steps_per_second": 0.531, |
|
"step": 200 |
|
} |
|
], |
|
"logging_steps": 20, |
|
"max_steps": 896, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 8, |
|
"save_steps": 100, |
|
"total_flos": 0.0, |
|
"train_batch_size": 4, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|