初始化项目,由ModelHub XC社区提供模型
Model: arcee-ai/Llama-3.1-SuperNova-Lite Source: Original Platform
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eval.sh
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35
eval.sh
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# Install required package
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pip install antlr4-python3-runtime==4.11 immutabledict langdetect
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python -c "import nltk; nltk.download('punkt')"
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MODEL_PATHS=(
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meta-llama/Meta-Llama-3.1-8B-Instruct
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)
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for MODEL_PATH in "${MODEL_PATHS[@]}"; do
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MODEL_NAME=$(basename "$MODEL_PATH")
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MODEL_DIR="./results/$MODEL_NAME"
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mkdir -p "$MODEL_DIR"
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MODEL_ARGS="trust_remote_code=True,pretrained=$MODEL_PATH,dtype=bfloat16"
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BASE_COMMAND="accelerate launch -m lm_eval --model hf --model_args $MODEL_ARGS --batch_size 4 --fewshot_as_multiturn --apply_chat_template"
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# IFEval
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$BASE_COMMAND --tasks leaderboard_ifeval --fewshot_as_multiturn --output_path "$MODEL_DIR/ifeval"
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# BBH (Big-Bench Hard)
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$BASE_COMMAND --tasks leaderboard_bbh --num_fewshot 3 --fewshot_as_multiturn --output_path "$MODEL_DIR/bbh"
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# GPQA
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$BASE_COMMAND --tasks leaderboard_gpqa --fewshot_as_multiturn --output_path "$MODEL_DIR/gpqa"
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# MMLU-Pro
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$BASE_COMMAND --tasks leaderboard_mmlu_pro --num_fewshot 5 --fewshot_as_multiturn --output_path "$MODEL_DIR/mmlu_pro"
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# TruthfulQA
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$BASE_COMMAND --tasks truthfulqa_mc2 --fewshot_as_multiturn --output_path "$MODEL_DIR/truthfulqa"
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done
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