| --- |
| license: mit |
| datasets: |
| - sms1097/self_rag_tokens_train_data |
| --- |
| # Utility Model |
|
|
| This generates the `IsUseful` token as descirbed in Self-RAG. |
|
|
| We are testing to see if an answer is useful to the given user question. We output a score from 1-5 based on how useful the answer is. |
|
|
| The expected input to the model is: |
|
|
| ``` |
| Instruction: {instruction}\nAnswer: {answer}", |
| ``` |
|
|
|
|
| ### Training Results |
| ``` |
| {'eval_loss': 0.4719298779964447, |
| 'eval_mse': 0.4719298183917999, |
| 'eval_mae': 0.25655537843704224, |
| 'eval_r2': 0.5200293292355334, |
| 'eval_accuracy': 0.9001516683518705} |
| ``` |
