| language: en | |
| license: apache-2.0 | |
| datasets: | |
| - sst-2 | |
| # DistilBERT base uncased finetuned SST-2 | |
| This model is a fine-tune checkpoint of [DistilBERT-base-uncased](https://huggingface.co/distilbert-base-uncased), fine-tuned on SST-2. | |
| This model reaches an accuracy of 91.3 on the dev set (for comparison, Bert bert-base-uncased version reaches an accuracy of 92.7). | |
| # Fine-tuning hyper-parameters | |
| - learning_rate = 1e-5 | |
| - batch_size = 32 | |
| - warmup = 600 | |
| - max_seq_length = 128 | |
| - num_train_epochs = 3.0 | |