--- tags: - generated_from_trainer datasets: - bigbench metrics: - accuracy model-index: - name: entailedpolarity_-gpt2-a2b2l0.001 results: [] --- # entailedpolarity_-gpt2-a2b2l0.001 This model was trained from scratch on the bigbench dataset. It achieves the following results on the evaluation set: - Loss: 8.8419 - Accuracy: 0.2083 ## Model description More information needed ## Intended uses & limitations More information needed ## Training and evaluation data More information needed ## Training procedure ### Training hyperparameters The following hyperparameters were used during training: - learning_rate: 1e-05 - train_batch_size: 8 - eval_batch_size: 8 - seed: 42 - gradient_accumulation_steps: 2 - total_train_batch_size: 16 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 - lr_scheduler_type: linear - num_epochs: 20 ### Training results | Training Loss | Epoch | Step | Validation Loss | Accuracy | |:-------------:|:-----:|:----:|:---------------:|:--------:| | No log | 1.0 | 6 | 8.8417 | 0.2083 | | No log | 2.0 | 12 | 8.8339 | 0.2083 | | No log | 3.0 | 18 | 7.9904 | 0.2917 | | No log | 4.0 | 24 | 4.6119 | 0.75 | | No log | 5.0 | 30 | 8.8414 | 0.2083 | | No log | 6.0 | 36 | 8.8424 | 0.2083 | | No log | 7.0 | 42 | 8.8427 | 0.2083 | | No log | 8.0 | 48 | 8.8417 | 0.2083 | | No log | 9.0 | 54 | 8.8450 | 0.2083 | | No log | 10.0 | 60 | 8.8422 | 0.2083 | | No log | 11.0 | 66 | 8.8429 | 0.2083 | | No log | 12.0 | 72 | 8.8432 | 0.2083 | | No log | 13.0 | 78 | 8.8430 | 0.2083 | | No log | 14.0 | 84 | 8.8415 | 0.2083 | | No log | 15.0 | 90 | 8.8431 | 0.2083 | | No log | 16.0 | 96 | 8.8425 | 0.2083 | | No log | 17.0 | 102 | 8.8431 | 0.2083 | | No log | 18.0 | 108 | 8.8454 | 0.2083 | | No log | 19.0 | 114 | 8.8430 | 0.2083 | | No log | 20.0 | 120 | 8.8419 | 0.2083 | ### Framework versions - Transformers 4.37.0 - Pytorch 1.13.1+cu117 - Datasets 2.15.0 - Tokenizers 0.15.2