File size: 1,138 Bytes
2b23fa5 d26f2de 23eb765 b820727 d26f2de eec31da 0ff2cce |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 |
---
license: apache-2.0
---
**OpenHermes-7B-Symbolic**
<img src="https://i.ibb.co/zJJyywL/DALL-E-2023-12-10-22-19-40-A-digital-art-piece-that-creatively-represents-the-famous-Thinking-Man-st.png" width="45%" height="auto">
## Model description
OpenHermes-7B-Symbolic is a OpenHermes-2.5-Mistral-7B fine-tuned on 93K comprehensive and meticulously curated samples.
Each sample was structured to facilitate the model's understanding and generation of complex, hierarchical ICD medical coding system.
## Performance
| Benchmark | OpenHermes-7B-Symbolic | OpenHermes-2.5-Mistral-7B |
|-------------|------------------------|---------------------------|
| Average | 64.44 | 62.92 |
| ARC | 63.14 | 64.93 |
| HellaSwag | 82.73 | 84.18 |
| MMLU | 62.62 | 63.64 |
| TruthfulQA | 48.82 | 52.24 |
| Winogrande | 75.85 | 78.06 |
| GSM8K | 53.45 | 26.08 |
|