| { | |
| "best_metric": 0.4078540802001953, | |
| "best_model_checkpoint": "mikhail-panzo/fil_b128_le4_s8000/checkpoint-1000", | |
| "epoch": 132.59668508287294, | |
| "eval_steps": 500, | |
| "global_step": 1500, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 4.419889502762431, | |
| "grad_norm": 2.1200406551361084, | |
| "learning_rate": 2.5e-06, | |
| "loss": 0.77, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 8.839779005524862, | |
| "grad_norm": 0.8919622302055359, | |
| "learning_rate": 5e-06, | |
| "loss": 0.695, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 13.259668508287293, | |
| "grad_norm": 0.9864558577537537, | |
| "learning_rate": 7.5e-06, | |
| "loss": 0.6278, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 17.679558011049725, | |
| "grad_norm": 0.9195986986160278, | |
| "learning_rate": 1e-05, | |
| "loss": 0.5431, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 22.099447513812155, | |
| "grad_norm": 1.0175281763076782, | |
| "learning_rate": 1.25e-05, | |
| "loss": 0.5155, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 26.519337016574585, | |
| "grad_norm": 1.0303566455841064, | |
| "learning_rate": 1.5e-05, | |
| "loss": 0.502, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 30.939226519337016, | |
| "grad_norm": 1.005897879600525, | |
| "learning_rate": 1.75e-05, | |
| "loss": 0.4889, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 35.35911602209945, | |
| "grad_norm": 1.0381360054016113, | |
| "learning_rate": 2e-05, | |
| "loss": 0.477, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 39.77900552486188, | |
| "grad_norm": 1.2148911952972412, | |
| "learning_rate": 2.25e-05, | |
| "loss": 0.4711, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 44.19889502762431, | |
| "grad_norm": 1.5404785871505737, | |
| "learning_rate": 2.5e-05, | |
| "loss": 0.463, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 44.19889502762431, | |
| "eval_loss": 0.42523157596588135, | |
| "eval_runtime": 15.6706, | |
| "eval_samples_per_second": 10.274, | |
| "eval_steps_per_second": 1.34, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 48.61878453038674, | |
| "grad_norm": 1.1097612380981445, | |
| "learning_rate": 2.7500000000000004e-05, | |
| "loss": 0.4601, | |
| "step": 550 | |
| }, | |
| { | |
| "epoch": 53.03867403314917, | |
| "grad_norm": 1.2796109914779663, | |
| "learning_rate": 3e-05, | |
| "loss": 0.454, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 57.4585635359116, | |
| "grad_norm": 1.0656301975250244, | |
| "learning_rate": 3.2500000000000004e-05, | |
| "loss": 0.4498, | |
| "step": 650 | |
| }, | |
| { | |
| "epoch": 61.87845303867403, | |
| "grad_norm": 1.3971511125564575, | |
| "learning_rate": 3.5e-05, | |
| "loss": 0.4439, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 66.29834254143647, | |
| "grad_norm": 1.9344899654388428, | |
| "learning_rate": 3.7500000000000003e-05, | |
| "loss": 0.4418, | |
| "step": 750 | |
| }, | |
| { | |
| "epoch": 70.7182320441989, | |
| "grad_norm": 1.080334186553955, | |
| "learning_rate": 4e-05, | |
| "loss": 0.4379, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 75.13812154696133, | |
| "grad_norm": 1.9891581535339355, | |
| "learning_rate": 4.25e-05, | |
| "loss": 0.4334, | |
| "step": 850 | |
| }, | |
| { | |
| "epoch": 79.55801104972376, | |
| "grad_norm": 1.3854402303695679, | |
| "learning_rate": 4.5e-05, | |
| "loss": 0.4331, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 83.97790055248619, | |
| "grad_norm": 1.5818183422088623, | |
| "learning_rate": 4.75e-05, | |
| "loss": 0.428, | |
| "step": 950 | |
| }, | |
| { | |
| "epoch": 88.39779005524862, | |
| "grad_norm": 1.8474106788635254, | |
| "learning_rate": 5e-05, | |
| "loss": 0.4238, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 88.39779005524862, | |
| "eval_loss": 0.4078540802001953, | |
| "eval_runtime": 14.8436, | |
| "eval_samples_per_second": 10.846, | |
| "eval_steps_per_second": 1.415, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 92.81767955801105, | |
| "grad_norm": 3.1851751804351807, | |
| "learning_rate": 5.25e-05, | |
| "loss": 0.4234, | |
| "step": 1050 | |
| }, | |
| { | |
| "epoch": 97.23756906077348, | |
| "grad_norm": 1.3754140138626099, | |
| "learning_rate": 5.500000000000001e-05, | |
| "loss": 0.4209, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 101.65745856353591, | |
| "grad_norm": 1.6143475770950317, | |
| "learning_rate": 5.7499999999999995e-05, | |
| "loss": 0.4228, | |
| "step": 1150 | |
| }, | |
| { | |
| "epoch": 106.07734806629834, | |
| "grad_norm": 1.9961720705032349, | |
| "learning_rate": 6e-05, | |
| "loss": 0.4162, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 110.49723756906077, | |
| "grad_norm": 1.9125347137451172, | |
| "learning_rate": 6.25e-05, | |
| "loss": 0.4178, | |
| "step": 1250 | |
| }, | |
| { | |
| "epoch": 114.9171270718232, | |
| "grad_norm": 3.1913959980010986, | |
| "learning_rate": 6.500000000000001e-05, | |
| "loss": 0.4143, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 119.33701657458563, | |
| "grad_norm": 2.1010069847106934, | |
| "learning_rate": 6.750000000000001e-05, | |
| "loss": 0.4118, | |
| "step": 1350 | |
| }, | |
| { | |
| "epoch": 123.75690607734806, | |
| "grad_norm": 1.3079431056976318, | |
| "learning_rate": 7e-05, | |
| "loss": 0.4091, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 128.1767955801105, | |
| "grad_norm": 2.3663132190704346, | |
| "learning_rate": 7.25e-05, | |
| "loss": 0.4092, | |
| "step": 1450 | |
| }, | |
| { | |
| "epoch": 132.59668508287294, | |
| "grad_norm": 1.031698226928711, | |
| "learning_rate": 7.500000000000001e-05, | |
| "loss": 0.4083, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 132.59668508287294, | |
| "eval_loss": 0.4082767069339752, | |
| "eval_runtime": 15.1068, | |
| "eval_samples_per_second": 10.657, | |
| "eval_steps_per_second": 1.39, | |
| "step": 1500 | |
| } | |
| ], | |
| "logging_steps": 50, | |
| "max_steps": 8000, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 728, | |
| "save_steps": 500, | |
| "stateful_callbacks": { | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": false | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 3.3963932431042416e+16, | |
| "train_batch_size": 8, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |