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Upload eval.sh with huggingface_hub

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eval.sh ADDED
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+ #!/bin/bash
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+
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+ MODEL_PATH="/workspace/text-generation-webui/models/dolphin-mixtral"
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+ MODEL_NAME="dolphin-2.7-mixtral-8x7b"
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+ RESULTS_PATH="/workspace/results/$MODEL_NAME"
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+ mkdir -p "$RESULTS_PATH"
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+
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+ PRETRAINED_ARGS="$MODEL_PATH,tensor_parallel_size=4,dtype=auto,trust_remote_code=True,gpu_memory_utilization=0.8"
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+ MODEL_ARGS="pretrained=$PRETRAINED_ARGS"
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+
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+ tasks=(
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+ "mmlu"
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+ "truthfulqa"
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+ "gsm8k"
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+ "hellaswag"
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+ "arc_challenge"
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+ "winogrande")
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+
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+ # Function to get the number of fewshot for a given task
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+ get_num_fewshot() {
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+ case "$1" in
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+ "mmlu") echo 5 ;;
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+ "truthfulqa") echo 0 ;;
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+ "gsm8k") echo 5 ;;
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+ "hellaswag") echo 10 ;;
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+ "arc_challenge") echo 25 ;;
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+ "winogrande") echo 5 ;;
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+ *) echo 0 ;;
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+ esac
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+ }
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+
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+ for TASK in "${tasks[@]}"; do
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+ echo lm_eval --model vllm --model_args "$MODEL_ARGS" --task="$TASK" --num_fewshot "$(get_num_fewshot "$TASK")" --batch_size 8 --output_path "$RESULTS_PATH/$TASK.json"
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+ lm_eval --model vllm --model_args "$MODEL_ARGS" --task="$TASK" --num_fewshot "$(get_num_fewshot "$TASK")" --batch_size 8 --output_path "$RESULTS_PATH/$TASK.json"
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+ done
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+
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+
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+ jq -s '[.[]]' $RESULTS_PATH/*.json > $RESULTS_PATH/eval_results.json
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+
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+ huggingface-cli upload cognitivecomputations/$MODEL_NAME $RESULTS_PATH/eval_results.json
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+ huggingface-cli upload cognitivecomputations/$MODEL_NAME eval.sh