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README.md
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# Virtuoso-Small
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Virtuoso-Small is the debut public release of the Virtuoso series of models by Arcee.ai, designed to bring cutting-edge generative AI capabilities to organizations and developers in a compact, efficient form. With 14 billion parameters, Virtuoso-Small is an accessible entry point for high-quality instruction-following, complex reasoning, and business-oriented generative AI tasks. Its larger siblings, Virtuoso-
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## Performance Benchmarks
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| **Groups** | **Metric** | ↑ | **Value** | ± | **Stderr** |
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|---------------------------|--------------------------|---|----------:|----|-----------:|
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| **Leaderboard** | **Accuracy** | ↑ | 0.5194 | ± | 0.0046 |
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| | Normalized Accuracy | ↑ | 0.5814 | ± | 0.0051 |
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| | Exact Match | ↑ | 0.3006 | ± | 0.0117 |
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| | Instruction-Level Loose Accuracy | ↑ | 0.8489 | ± | N/A |
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| | Instruction-Level Strict Accuracy | ↑ | 0.8249 | ± | N/A |
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| | Prompt-Level Loose Accuracy | ↑ | 0.7856 | ± | 0.0177 |
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| | Prompt-Level Strict Accuracy | ↑ | 0.7523 | ± | 0.0186 |
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| **Leaderboard-BBH** | Normalized Accuracy | ↑ | 0.6516 | ± | 0.0058 |
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| **Leaderboard-GPQA** | Normalized Accuracy | ↑ | 0.3389 | ± | 0.0137 |
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| **Leaderboard-Math-Hard** | Exact Match | ↑ | 0.3006 | ± | 0.0117 |
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| **Leaderboard-MuSR** | Normalized Accuracy | ↑ | 0.4286 | ± | 0.0175 |
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## Key Features
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# Virtuoso-Small
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Virtuoso-Small is the debut public release of the Virtuoso series of models by Arcee.ai, designed to bring cutting-edge generative AI capabilities to organizations and developers in a compact, efficient form. With 14 billion parameters, Virtuoso-Small is an accessible entry point for high-quality instruction-following, complex reasoning, and business-oriented generative AI tasks. Its larger siblings, Virtuoso-Medium and Virtuoso-Large, offer even greater capabilities and are available via API at [models.arcee.ai](https://models.arcee.ai).
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## Key Features
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