| --- |
| license: mit |
| datasets: |
| - sms1097/self_rag_tokens_train_data |
| --- |
| |
| # Support Model |
|
|
| This generates the `IsSupported` token as descirbed in Self-RAG. |
|
|
| We are testing to see if a generated LLM answer is supported by the document. This is similar to testing for a hallucination in the model result. |
|
|
| The expected input to the model is shown here: |
|
|
| ``` |
| Context: {'doc'}\nAnswer: {answer}" |
| ``` |
|
|
|
|
| ### Training results: |
| ``` |
| {'eval_loss': 0.11030498147010803, |
| 'eval_mse': 0.11030498147010803, |
| 'eval_mae': 0.14249496161937714, |
| 'eval_r2': 0.6906673524053266, |
| 'eval_accuracy': 0.9117161716171617} |
| ``` |
