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@@ -51,7 +51,7 @@ Somehow, model evaluation is a kind of metaphysics. Different models are sensiti
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  It is impratical for us to manually set specific configuration for each fine-tuned model, because a real LLM should master the universal capability despite the parameters manipulated by users.
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  Thus, OpenCSG strained our brains to provide a relatively fair method to compare the fine-tuned models on HumanEval benchmark.
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- To simplify the comparision, we chosed the Pass@1 metric on python language, but our finetuning dataset includes samples in multi language.
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  **For fair, we evaluated the fine-tuned and origin codellama models only with the original cases' prompts, not including any other instruction else.**
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  It is impratical for us to manually set specific configuration for each fine-tuned model, because a real LLM should master the universal capability despite the parameters manipulated by users.
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  Thus, OpenCSG strained our brains to provide a relatively fair method to compare the fine-tuned models on HumanEval benchmark.
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+ To simplify the comparison, we chosed the Pass@1 metric on python language, but our finetuning dataset includes samples in multi language.
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  **For fair, we evaluated the fine-tuned and origin codellama models only with the original cases' prompts, not including any other instruction else.**
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