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@@ -60,17 +60,17 @@ pipeline_tag: text-generation
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  - We conducted a performance evaluation based on the tasks being evaluated on the [Open LLM Leaderboard](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard). We evaluated our model on four benchmark datasets, which include `ARC-Challenge`, `HellaSwag`, `MMLU`, and `TruthfulQA`. We used the lm-evaluation-harness repository, specifically commit `b281b0921b636bc36ad05c0b0b0763bd6dd43463`. We can reproduce the evaluation environments using the command below:
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  **Scripts**
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- - prepare evaluation environments:
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- ```
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- # clone the repository
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- git clone https://github.com/EleutherAI/lm-evaluation-harness.git
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- # check out the specific commit:
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- git checkout b281b0921b636bc36ad05c0b0b0763bd6dd43463
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- # change to the repository directory:
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- cd lm-evaluation-harness
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- ```
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  **Main Results**
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  | Model | Average | ARC | HellaSwag | MMLU | TruthfulQA |
 
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  - We conducted a performance evaluation based on the tasks being evaluated on the [Open LLM Leaderboard](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard). We evaluated our model on four benchmark datasets, which include `ARC-Challenge`, `HellaSwag`, `MMLU`, and `TruthfulQA`. We used the lm-evaluation-harness repository, specifically commit `b281b0921b636bc36ad05c0b0b0763bd6dd43463`. We can reproduce the evaluation environments using the command below:
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  **Scripts**
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+ - Prepare evaluation environments:
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+ ```
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+ # clone the repository
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+ git clone https://github.com/EleutherAI/lm-evaluation-harness.git
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+ # check out the specific commit
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+ git checkout b281b0921b636bc36ad05c0b0b0763bd6dd43463
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+ # change to the repository directory
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+ cd lm-evaluation-harness
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+ ```
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  **Main Results**
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  | Model | Average | ARC | HellaSwag | MMLU | TruthfulQA |