| { | |
| "best_metric": 7.5260701179504395, | |
| "best_model_checkpoint": "/home/datta0/models/lora_final/Mistral-7B-v0.3_pct_reverse/checkpoint-48", | |
| "epoch": 0.2063185041908446, | |
| "eval_steps": 8, | |
| "global_step": 80, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.0025789813023855577, | |
| "grad_norm": 17.363887786865234, | |
| "learning_rate": 3.75e-05, | |
| "loss": 2.1239, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.010315925209542231, | |
| "grad_norm": 14.140544891357422, | |
| "learning_rate": 0.00015, | |
| "loss": 2.053, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 0.020631850419084462, | |
| "grad_norm": 471.962158203125, | |
| "learning_rate": 0.0003, | |
| "loss": 2.1192, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.020631850419084462, | |
| "eval_loss": 11.598015785217285, | |
| "eval_runtime": 10.9566, | |
| "eval_samples_per_second": 22.361, | |
| "eval_steps_per_second": 2.829, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.030947775628626693, | |
| "grad_norm": 4009.223388671875, | |
| "learning_rate": 0.00029991755529206284, | |
| "loss": 10.6315, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 0.041263700838168924, | |
| "grad_norm": 42.12191390991211, | |
| "learning_rate": 0.0002996703117966496, | |
| "loss": 9.6637, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 0.041263700838168924, | |
| "eval_loss": 8.410330772399902, | |
| "eval_runtime": 10.7056, | |
| "eval_samples_per_second": 22.885, | |
| "eval_steps_per_second": 2.896, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 0.05157962604771115, | |
| "grad_norm": 24.113929748535156, | |
| "learning_rate": 0.00029925854129933066, | |
| "loss": 8.3281, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.061895551257253385, | |
| "grad_norm": 6.116011619567871, | |
| "learning_rate": 0.0002986826964440844, | |
| "loss": 7.8718, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 0.061895551257253385, | |
| "eval_loss": 8.008735656738281, | |
| "eval_runtime": 10.6891, | |
| "eval_samples_per_second": 22.921, | |
| "eval_steps_per_second": 2.9, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 0.07221147646679561, | |
| "grad_norm": 11.01762580871582, | |
| "learning_rate": 0.00029794341023572295, | |
| "loss": 7.8313, | |
| "step": 28 | |
| }, | |
| { | |
| "epoch": 0.08252740167633785, | |
| "grad_norm": 3.9344899654388428, | |
| "learning_rate": 0.0002970414953440533, | |
| "loss": 7.6741, | |
| "step": 32 | |
| }, | |
| { | |
| "epoch": 0.08252740167633785, | |
| "eval_loss": 7.719517230987549, | |
| "eval_runtime": 10.5778, | |
| "eval_samples_per_second": 23.162, | |
| "eval_steps_per_second": 2.931, | |
| "step": 32 | |
| }, | |
| { | |
| "epoch": 0.09284332688588008, | |
| "grad_norm": 4.952977180480957, | |
| "learning_rate": 0.00029597794321054006, | |
| "loss": 7.6388, | |
| "step": 36 | |
| }, | |
| { | |
| "epoch": 0.1031592520954223, | |
| "grad_norm": 3.788853406906128, | |
| "learning_rate": 0.00029475392295845, | |
| "loss": 7.6499, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.1031592520954223, | |
| "eval_loss": 7.619475364685059, | |
| "eval_runtime": 10.6008, | |
| "eval_samples_per_second": 23.111, | |
| "eval_steps_per_second": 2.924, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.11347517730496454, | |
| "grad_norm": 5.81605863571167, | |
| "learning_rate": 0.0002933707801076791, | |
| "loss": 7.6638, | |
| "step": 44 | |
| }, | |
| { | |
| "epoch": 0.12379110251450677, | |
| "grad_norm": 2.517054319381714, | |
| "learning_rate": 0.00029183003509567217, | |
| "loss": 7.6391, | |
| "step": 48 | |
| }, | |
| { | |
| "epoch": 0.12379110251450677, | |
| "eval_loss": 7.5260701179504395, | |
| "eval_runtime": 10.5993, | |
| "eval_samples_per_second": 23.115, | |
| "eval_steps_per_second": 2.925, | |
| "step": 48 | |
| }, | |
| { | |
| "epoch": 0.134107027724049, | |
| "grad_norm": 3.91676926612854, | |
| "learning_rate": 0.000290133381606063, | |
| "loss": 7.6305, | |
| "step": 52 | |
| }, | |
| { | |
| "epoch": 0.14442295293359123, | |
| "grad_norm": 9.17829418182373, | |
| "learning_rate": 0.0002882826847068703, | |
| "loss": 7.5835, | |
| "step": 56 | |
| }, | |
| { | |
| "epoch": 0.14442295293359123, | |
| "eval_loss": 7.5467963218688965, | |
| "eval_runtime": 10.628, | |
| "eval_samples_per_second": 23.052, | |
| "eval_steps_per_second": 2.917, | |
| "step": 56 | |
| }, | |
| { | |
| "epoch": 0.15473887814313347, | |
| "grad_norm": 12.215532302856445, | |
| "learning_rate": 0.00028627997880029875, | |
| "loss": 7.563, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.1650548033526757, | |
| "grad_norm": 11.112576484680176, | |
| "learning_rate": 0.0002841274653863955, | |
| "loss": 7.5515, | |
| "step": 64 | |
| }, | |
| { | |
| "epoch": 0.1650548033526757, | |
| "eval_loss": 7.549396514892578, | |
| "eval_runtime": 10.6501, | |
| "eval_samples_per_second": 23.005, | |
| "eval_steps_per_second": 2.911, | |
| "step": 64 | |
| }, | |
| { | |
| "epoch": 0.17537072856221791, | |
| "grad_norm": 13.383460998535156, | |
| "learning_rate": 0.00028182751064302397, | |
| "loss": 7.5315, | |
| "step": 68 | |
| }, | |
| { | |
| "epoch": 0.18568665377176016, | |
| "grad_norm": 11.468887329101562, | |
| "learning_rate": 0.0002793826428248118, | |
| "loss": 7.6827, | |
| "step": 72 | |
| }, | |
| { | |
| "epoch": 0.18568665377176016, | |
| "eval_loss": 7.556999206542969, | |
| "eval_runtime": 10.7096, | |
| "eval_samples_per_second": 22.877, | |
| "eval_steps_per_second": 2.895, | |
| "step": 72 | |
| }, | |
| { | |
| "epoch": 0.19600257898130238, | |
| "grad_norm": 9.75944995880127, | |
| "learning_rate": 0.0002767955494839353, | |
| "loss": 7.5396, | |
| "step": 76 | |
| }, | |
| { | |
| "epoch": 0.2063185041908446, | |
| "grad_norm": 10.063895225524902, | |
| "learning_rate": 0.00027406907451579294, | |
| "loss": 7.6842, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 0.2063185041908446, | |
| "eval_loss": 7.593923568725586, | |
| "eval_runtime": 10.7319, | |
| "eval_samples_per_second": 22.829, | |
| "eval_steps_per_second": 2.889, | |
| "step": 80 | |
| } | |
| ], | |
| "logging_steps": 4, | |
| "max_steps": 387, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 1, | |
| "save_steps": 8, | |
| "stateful_callbacks": { | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": false | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 1.8997457703665664e+17, | |
| "train_batch_size": 8, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |