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README.md
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## Model description
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OpenHermes-7B-Symbolic is a OpenHermes-2.5-Mistral-7B fine-tuned on 93K comprehensive and meticulously curated samples.
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Each sample was structured to facilitate the model's understanding and generation of complex, hierarchical ICD medical coding system.
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## Model description
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OpenHermes-7B-Symbolic is a OpenHermes-2.5-Mistral-7B fine-tuned on 93K comprehensive and meticulously curated samples.
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Each sample was structured to facilitate the model's understanding and generation of complex, hierarchical ICD medical coding system.
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## Performance
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| Benchmark | OpenHermes-7B-Symbolic | OpenHermes-2.5-Mistral-7B |
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|-------------|------------------------|---------------------------|
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| Average | 64.44 | 62.92 |
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| ARC | 63.14 | 64.93 |
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| HellaSwag | 82.73 | 84.18 |
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| MMLU | 62.62 | 63.64 |
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| TruthfulQA | 48.82 | 52.24 |
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| Winogrande | 75.85 | 78.06 |
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| GSM8K | 53.45 | 26.08 |
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