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@@ -44,6 +44,17 @@ We use the prompt from [Stanford Alpaca](https://github.com/tatsu-lab/stanford_a
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  | Model (7B) | 128 | 2e-5 | 3 | 4096 | 0 |
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  ## Citation
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  | --- | ---: | ---: | ---: | ---: | ---: |
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  | Model (7B) | 128 | 2e-5 | 3 | 4096 | 0 |
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+ ## Performance
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+ Compared to the llama2-chat, our models can have better average performance.<br>
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+ | | Average | ARC | HellaSwag | MMLU | TruthfulQA | Alpaca_Eval | Avg Length |
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+ |---|---|---|---|---|---|---|---|
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+ | Llama-2-7b-chat | 56.335 | 52.9 | 78.55 | 48.32 | 45.57 | 71.37 | 1479 |
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+ | Llama-2-13b-chat | 59.935 | 59.04| 81.94 | 54.64 | 44.12 | 81.09 | 1513 |
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+ | claude_alpaca-7b | 57.78 | 56.66 | 81.17 | 46.58 | 46.71 | 71.23 | 1066 |
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+ | claude_alpaca-13b | 61.29 | 61.18 | 84.08 | 55.74 | 44.18 | 78.93 | 1127 |
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  ## Citation
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