| { | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 18.06451612903226, | |
| "global_step": 140, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.9, | |
| "eval_accuracy": 0.7458100558659218, | |
| "eval_f1": 0.0, | |
| "eval_loss": 1.2875592708587646, | |
| "eval_precision": 0.0, | |
| "eval_recall": 0.0, | |
| "eval_runtime": 0.0647, | |
| "eval_samples_per_second": 123.718, | |
| "eval_steps_per_second": 15.465, | |
| "step": 7 | |
| }, | |
| { | |
| "epoch": 1.94, | |
| "eval_accuracy": 0.7458100558659218, | |
| "eval_f1": 0.0, | |
| "eval_loss": 0.9501006007194519, | |
| "eval_precision": 0.0, | |
| "eval_recall": 0.0, | |
| "eval_runtime": 0.1181, | |
| "eval_samples_per_second": 67.741, | |
| "eval_steps_per_second": 8.468, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 2.97, | |
| "eval_accuracy": 0.7946927374301676, | |
| "eval_f1": 0.1605839416058394, | |
| "eval_loss": 0.7821663618087769, | |
| "eval_precision": 0.15942028985507245, | |
| "eval_recall": 0.16176470588235295, | |
| "eval_runtime": 0.0656, | |
| "eval_samples_per_second": 121.917, | |
| "eval_steps_per_second": 15.24, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.8240223463687151, | |
| "eval_f1": 0.3636363636363636, | |
| "eval_loss": 0.6530368328094482, | |
| "eval_precision": 0.3466666666666667, | |
| "eval_recall": 0.38235294117647056, | |
| "eval_runtime": 0.0584, | |
| "eval_samples_per_second": 137.09, | |
| "eval_steps_per_second": 17.136, | |
| "step": 31 | |
| }, | |
| { | |
| "epoch": 4.9, | |
| "eval_accuracy": 0.8519553072625698, | |
| "eval_f1": 0.5454545454545454, | |
| "eval_loss": 0.5587103366851807, | |
| "eval_precision": 0.52, | |
| "eval_recall": 0.5735294117647058, | |
| "eval_runtime": 0.0576, | |
| "eval_samples_per_second": 138.924, | |
| "eval_steps_per_second": 17.366, | |
| "step": 38 | |
| }, | |
| { | |
| "epoch": 5.94, | |
| "eval_accuracy": 0.88268156424581, | |
| "eval_f1": 0.5732484076433122, | |
| "eval_loss": 0.501702070236206, | |
| "eval_precision": 0.5056179775280899, | |
| "eval_recall": 0.6617647058823529, | |
| "eval_runtime": 0.0775, | |
| "eval_samples_per_second": 103.223, | |
| "eval_steps_per_second": 12.903, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 6.97, | |
| "eval_accuracy": 0.9078212290502793, | |
| "eval_f1": 0.5875, | |
| "eval_loss": 0.43670037388801575, | |
| "eval_precision": 0.5108695652173914, | |
| "eval_recall": 0.6911764705882353, | |
| "eval_runtime": 0.094, | |
| "eval_samples_per_second": 85.063, | |
| "eval_steps_per_second": 10.633, | |
| "step": 54 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_accuracy": 0.8966480446927374, | |
| "eval_f1": 0.5987261146496815, | |
| "eval_loss": 0.4147437810897827, | |
| "eval_precision": 0.5280898876404494, | |
| "eval_recall": 0.6911764705882353, | |
| "eval_runtime": 0.0593, | |
| "eval_samples_per_second": 134.952, | |
| "eval_steps_per_second": 16.869, | |
| "step": 62 | |
| }, | |
| { | |
| "epoch": 8.9, | |
| "eval_accuracy": 0.9175977653631285, | |
| "eval_f1": 0.6933333333333332, | |
| "eval_loss": 0.40070846676826477, | |
| "eval_precision": 0.6341463414634146, | |
| "eval_recall": 0.7647058823529411, | |
| "eval_runtime": 0.0605, | |
| "eval_samples_per_second": 132.124, | |
| "eval_steps_per_second": 16.515, | |
| "step": 69 | |
| }, | |
| { | |
| "epoch": 9.94, | |
| "eval_accuracy": 0.914804469273743, | |
| "eval_f1": 0.6887417218543046, | |
| "eval_loss": 0.3914220929145813, | |
| "eval_precision": 0.6265060240963856, | |
| "eval_recall": 0.7647058823529411, | |
| "eval_runtime": 0.0705, | |
| "eval_samples_per_second": 113.511, | |
| "eval_steps_per_second": 14.189, | |
| "step": 77 | |
| }, | |
| { | |
| "epoch": 10.97, | |
| "eval_accuracy": 0.9231843575418994, | |
| "eval_f1": 0.7012987012987012, | |
| "eval_loss": 0.3615421652793884, | |
| "eval_precision": 0.627906976744186, | |
| "eval_recall": 0.7941176470588235, | |
| "eval_runtime": 0.0583, | |
| "eval_samples_per_second": 137.228, | |
| "eval_steps_per_second": 17.153, | |
| "step": 85 | |
| }, | |
| { | |
| "epoch": 12.0, | |
| "eval_accuracy": 0.9245810055865922, | |
| "eval_f1": 0.7397260273972601, | |
| "eval_loss": 0.3441668450832367, | |
| "eval_precision": 0.6923076923076923, | |
| "eval_recall": 0.7941176470588235, | |
| "eval_runtime": 0.088, | |
| "eval_samples_per_second": 90.913, | |
| "eval_steps_per_second": 11.364, | |
| "step": 93 | |
| }, | |
| { | |
| "epoch": 12.9, | |
| "eval_accuracy": 0.9287709497206704, | |
| "eval_f1": 0.7586206896551725, | |
| "eval_loss": 0.3498682677745819, | |
| "eval_precision": 0.7142857142857143, | |
| "eval_recall": 0.8088235294117647, | |
| "eval_runtime": 0.059, | |
| "eval_samples_per_second": 135.636, | |
| "eval_steps_per_second": 16.955, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 13.94, | |
| "eval_accuracy": 0.9301675977653632, | |
| "eval_f1": 0.7837837837837837, | |
| "eval_loss": 0.35167065262794495, | |
| "eval_precision": 0.725, | |
| "eval_recall": 0.8529411764705882, | |
| "eval_runtime": 0.0789, | |
| "eval_samples_per_second": 101.355, | |
| "eval_steps_per_second": 12.669, | |
| "step": 108 | |
| }, | |
| { | |
| "epoch": 14.97, | |
| "eval_accuracy": 0.9273743016759777, | |
| "eval_f1": 0.7482993197278912, | |
| "eval_loss": 0.35690194368362427, | |
| "eval_precision": 0.6962025316455697, | |
| "eval_recall": 0.8088235294117647, | |
| "eval_runtime": 0.0589, | |
| "eval_samples_per_second": 135.816, | |
| "eval_steps_per_second": 16.977, | |
| "step": 116 | |
| }, | |
| { | |
| "epoch": 16.0, | |
| "eval_accuracy": 0.9287709497206704, | |
| "eval_f1": 0.761904761904762, | |
| "eval_loss": 0.3552975058555603, | |
| "eval_precision": 0.7088607594936709, | |
| "eval_recall": 0.8235294117647058, | |
| "eval_runtime": 0.0587, | |
| "eval_samples_per_second": 136.349, | |
| "eval_steps_per_second": 17.044, | |
| "step": 124 | |
| }, | |
| { | |
| "epoch": 16.9, | |
| "eval_accuracy": 0.9259776536312849, | |
| "eval_f1": 0.767123287671233, | |
| "eval_loss": 0.35346120595932007, | |
| "eval_precision": 0.717948717948718, | |
| "eval_recall": 0.8235294117647058, | |
| "eval_runtime": 0.0838, | |
| "eval_samples_per_second": 95.442, | |
| "eval_steps_per_second": 11.93, | |
| "step": 131 | |
| }, | |
| { | |
| "epoch": 17.94, | |
| "eval_accuracy": 0.9259776536312849, | |
| "eval_f1": 0.7567567567567567, | |
| "eval_loss": 0.3554823398590088, | |
| "eval_precision": 0.7, | |
| "eval_recall": 0.8235294117647058, | |
| "eval_runtime": 0.061, | |
| "eval_samples_per_second": 131.23, | |
| "eval_steps_per_second": 16.404, | |
| "step": 139 | |
| }, | |
| { | |
| "epoch": 18.06, | |
| "eval_accuracy": 0.9259776536312849, | |
| "eval_f1": 0.7567567567567567, | |
| "eval_loss": 0.355307012796402, | |
| "eval_precision": 0.7, | |
| "eval_recall": 0.8235294117647058, | |
| "eval_runtime": 0.0634, | |
| "eval_samples_per_second": 126.271, | |
| "eval_steps_per_second": 15.784, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 18.06, | |
| "step": 140, | |
| "total_flos": 142823207204352.0, | |
| "train_loss": 0.3916678019932338, | |
| "train_runtime": 1023.1328, | |
| "train_samples_per_second": 2.365, | |
| "train_steps_per_second": 0.137 | |
| } | |
| ], | |
| "max_steps": 140, | |
| "num_train_epochs": 20, | |
| "total_flos": 142823207204352.0, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |