File size: 3,654 Bytes
7b5dddf |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 |
{
"best_metric": 0.47333332896232605,
"best_model_checkpoint": "./zephyr/08-04-24-Weni-WeniGPT-Agents-Zephyr-1.0.16-KTO_Hyperparameter search, altering lora params for KTO task.-2_max_steps-145_batch_16_2024-04-08_ppid_9/checkpoint-100",
"epoch": 0.684931506849315,
"eval_steps": 50,
"global_step": 100,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.14,
"grad_norm": 0.0,
"learning_rate": 0.00018,
"loss": 0.4847,
"step": 20,
"train/kl": 0.0,
"train/logps/chosen": -1869.3137335526317,
"train/logps/rejected": -1463.0350632440477,
"train/rewards/chosen": -157.77652138157896,
"train/rewards/margins": -39.35788996416825,
"train/rewards/rejected": -118.41863141741071
},
{
"epoch": 0.27,
"grad_norm": 0.0,
"learning_rate": 0.00015142857142857143,
"loss": 0.4938,
"step": 40,
"train/kl": 0.0,
"train/logps/chosen": -2339.678006329114,
"train/logps/rejected": -2094.7118055555557,
"train/rewards/chosen": -204.7826839398734,
"train/rewards/margins": -23.895109190645,
"train/rewards/rejected": -180.8875747492284
},
{
"epoch": 0.34,
"eval/kl": 0.0,
"eval/logps/chosen": -2160.559198943662,
"eval/logps/rejected": -1937.6455696202531,
"eval/rewards/chosen": -187.69000330105635,
"eval/rewards/margins": -20.362446932385467,
"eval/rewards/rejected": -167.32755636867088,
"eval_loss": 0.47333332896232605,
"eval_runtime": 141.6142,
"eval_samples_per_second": 2.118,
"eval_steps_per_second": 0.53,
"step": 50
},
{
"epoch": 0.41,
"grad_norm": 0.0,
"learning_rate": 0.00012285714285714287,
"loss": 0.5,
"step": 60,
"train/kl": 0.0,
"train/logps/chosen": -2174.43828125,
"train/logps/rejected": -2130.2125,
"train/rewards/chosen": -189.318359375,
"train/rewards/margins": -4.711669921875,
"train/rewards/rejected": -184.606689453125
},
{
"epoch": 0.55,
"grad_norm": 0.0,
"learning_rate": 9.428571428571429e-05,
"loss": 0.4562,
"step": 80,
"train/kl": 0.0,
"train/logps/chosen": -2384.5894691780823,
"train/logps/rejected": -1893.6566091954023,
"train/rewards/chosen": -209.14641748715752,
"train/rewards/margins": -46.95111621201383,
"train/rewards/rejected": -162.1953012751437
},
{
"epoch": 0.68,
"grad_norm": 0.0,
"learning_rate": 6.571428571428571e-05,
"loss": 0.4562,
"step": 100,
"train/kl": 0.0,
"train/logps/chosen": -2356.8424657534247,
"train/logps/rejected": -2293.712643678161,
"train/rewards/chosen": -207.19579409246575,
"train/rewards/margins": -8.242444595339322,
"train/rewards/rejected": -198.95334949712642
},
{
"epoch": 0.68,
"eval/kl": 0.0,
"eval/logps/chosen": -2160.684639084507,
"eval/logps/rejected": -1938.0195806962026,
"eval/rewards/chosen": -187.70257482394365,
"eval/rewards/margins": -20.337624764608194,
"eval/rewards/rejected": -167.36495005933546,
"eval_loss": 0.47333332896232605,
"eval_runtime": 141.5959,
"eval_samples_per_second": 2.119,
"eval_steps_per_second": 0.53,
"step": 100
}
],
"logging_steps": 20,
"max_steps": 145,
"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
}
|