Text Generation
Transformers
ONNX
llama
sparse
instruct
deepsparse
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@@ -49,13 +49,12 @@ Model evaluation metrics and results.
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  | Benchmark | Metric | Llama-2-7b-instruct | Llama-2-7b-pruned50-retrained-instruct-quant-ds |
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  |------------------------------------------------|---------------|-------------|-------------------------------|
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- | [MMLU](https://arxiv.org/abs/2009.03300) | 5-shot, top-1 | xxxx | xxxx |
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- | [HellaSwag](https://arxiv.org/abs/1905.07830) | 0-shot | xxxx | xxxx |
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- | [WinoGrande](https://arxiv.org/abs/1907.10641) | partial score | xxxx | xxxx |
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- | [ARC-c](https://arxiv.org/abs/1911.01547) | | xxxx | xxxx |
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- | [TruthfulQA](https://arxiv.org/abs/2109.07958) | 5-shot | xxxx | xxxx |
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- | [HumanEval](https://arxiv.org/abs/2107.03374) | pass@1 | xxxx | xxxx |
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- | [GSM8K](https://arxiv.org/abs/2110.14168) | maj@1 | xxxx | xxxx |
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  ## Help
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  | Benchmark | Metric | Llama-2-7b-instruct | Llama-2-7b-pruned50-retrained-instruct-quant-ds |
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  |------------------------------------------------|---------------|-------------|-------------------------------|
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+ | [MMLU](https://arxiv.org/abs/2009.03300) | 5-shot | 48.60% | 44.15% |
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+ | [HellaSwag](https://arxiv.org/abs/1905.07830) | 10-shot | 79.45% | 78.34% |
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+ | [WinoGrande](https://arxiv.org/abs/1907.10641) | 5-shot | 75.69% | 72.45% |
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+ | [ARC-c](https://arxiv.org/abs/1911.01547) | 25-shot | 53.92% | 50.51% |
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+ | [TruthfulQA](https://arxiv.org/abs/2109.07958) | 5-shot | 43.63% | 44.48% |
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+ | [GSM8K](https://arxiv.org/abs/2110.14168) | 5-shot | 15.92% | 15.31% |
 
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  ## Help
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