CoolFace
Modelpublic

gyr66/relation_extraction_roberta_base

sourceHugging Facemitupdated 3y agoView on Hugging Face
0likes14downloads
trainer_state.json179 linesDownload Raw Back to root
1{2  "best_metric": 0.4291906813901389,3  "best_model_checkpoint": "./output/relation_extraction_roberta_base/checkpoint-963",4  "epoch": 10.0,5  "eval_steps": 500,6  "global_step": 1070,7  "is_hyper_param_search": false,8  "is_local_process_zero": true,9  "is_world_process_zero": true,10  "log_history": [11    {12      "epoch": 1.0,13      "learning_rate": 4.5e-05,14      "loss": 2.8498,15      "step": 10716    },17    {18      "epoch": 1.0,19      "eval_f1": 0.053951570618237285,20      "eval_loss": 2.6697919368743896,21      "eval_runtime": 2.5903,22      "eval_samples_per_second": 463.265,23      "eval_steps_per_second": 7.335,24      "step": 10725    },26    {27      "epoch": 2.0,28      "learning_rate": 4e-05,29      "loss": 2.4514,30      "step": 21431    },32    {33      "epoch": 2.0,34      "eval_f1": 0.15570882245647932,35      "eval_loss": 2.2383241653442383,36      "eval_runtime": 2.5762,37      "eval_samples_per_second": 465.804,38      "eval_steps_per_second": 7.375,39      "step": 21440    },41    {42      "epoch": 3.0,43      "learning_rate": 3.5e-05,44      "loss": 2.0199,45      "step": 32146    },47    {48      "epoch": 3.0,49      "eval_f1": 0.2755954145408674,50      "eval_loss": 1.9595829248428345,51      "eval_runtime": 2.5961,52      "eval_samples_per_second": 462.236,53      "eval_steps_per_second": 7.319,54      "step": 32155    },56    {57      "epoch": 4.0,58      "learning_rate": 3e-05,59      "loss": 1.6452,60      "step": 42861    },62    {63      "epoch": 4.0,64      "eval_f1": 0.3250642674784511,65      "eval_loss": 1.9245597124099731,66      "eval_runtime": 2.6965,67      "eval_samples_per_second": 445.017,68      "eval_steps_per_second": 7.046,69      "step": 42870    },71    {72      "epoch": 5.0,73      "learning_rate": 2.5e-05,74      "loss": 1.2583,75      "step": 53576    },77    {78      "epoch": 5.0,79      "eval_f1": 0.37965408693840236,80      "eval_loss": 1.9094653129577637,81      "eval_runtime": 2.7978,82      "eval_samples_per_second": 428.907,83      "eval_steps_per_second": 6.791,84      "step": 53585    },86    {87      "epoch": 6.0,88      "learning_rate": 2e-05,89      "loss": 0.9493,90      "step": 64291    },92    {93      "epoch": 6.0,94      "eval_f1": 0.3963663601536282,95      "eval_loss": 2.2247843742370605,96      "eval_runtime": 2.7577,97      "eval_samples_per_second": 435.149,98      "eval_steps_per_second": 6.89,99      "step": 642100    },101    {102      "epoch": 7.0,103      "learning_rate": 1.5e-05,104      "loss": 0.6915,105      "step": 749106    },107    {108      "epoch": 7.0,109      "eval_f1": 0.40079193118108436,110      "eval_loss": 2.1882429122924805,111      "eval_runtime": 2.7475,112      "eval_samples_per_second": 436.766,113      "eval_steps_per_second": 6.915,114      "step": 749115    },116    {117      "epoch": 8.0,118      "learning_rate": 1e-05,119      "loss": 0.4993,120      "step": 856121    },122    {123      "epoch": 8.0,124      "eval_f1": 0.4258100227415372,125      "eval_loss": 2.3671979904174805,126      "eval_runtime": 2.5859,127      "eval_samples_per_second": 464.054,128      "eval_steps_per_second": 7.348,129      "step": 856130    },131    {132      "epoch": 9.0,133      "learning_rate": 5e-06,134      "loss": 0.354,135      "step": 963136    },137    {138      "epoch": 9.0,139      "eval_f1": 0.4291906813901389,140      "eval_loss": 2.5120413303375244,141      "eval_runtime": 2.7759,142      "eval_samples_per_second": 432.299,143      "eval_steps_per_second": 6.845,144      "step": 963145    },146    {147      "epoch": 10.0,148      "learning_rate": 0.0,149      "loss": 0.262,150      "step": 1070151    },152    {153      "epoch": 10.0,154      "eval_f1": 0.42896169266509715,155      "eval_loss": 2.5574376583099365,156      "eval_runtime": 2.8234,157      "eval_samples_per_second": 425.014,158      "eval_steps_per_second": 6.729,159      "step": 1070160    },161    {162      "epoch": 10.0,163      "step": 1070,164      "total_flos": 4443650073600000.0,165      "train_loss": 1.298073563620309,166      "train_runtime": 598.9546,167      "train_samples_per_second": 113.531,168      "train_steps_per_second": 1.786169    }170  ],171  "logging_steps": 500,172  "max_steps": 1070,173  "num_train_epochs": 10,174  "save_steps": 500,175  "total_flos": 4443650073600000.0,176  "trial_name": null,177  "trial_params": null178}179