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@@ -118,10 +118,14 @@ MODEL_ARGS="model_name=amd/DeepSeek-R1-0528-MXFP4-ASQ,dtype=bfloat16,tensor_para
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  OUTPUT_DIR="results/DeepSeek-R1-0528-MXFP4-ASQ-Seed"
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  LOG="logs/deepseek_0528_maxfp4.log"
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- lighteval vllm $MODEL_ARGS "custom|aime24_single|0|0,custom|math_500_single|0|0,custom|gpqa:diamond_single|0|0" \
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- --use-chat-template \
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- --output-dir "$OUTPUT_DIR/seed_$SEED" \
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- 2>&1 | tee -a "$LOG"
 
 
 
 
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  ```
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  The result of GSM8K was obtained using [lm-eval-harness](https://github.com/EleutherAI/lm-evaluation-harness) and the following commands.
 
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  OUTPUT_DIR="results/DeepSeek-R1-0528-MXFP4-ASQ-Seed"
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  LOG="logs/deepseek_0528_maxfp4.log"
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+ for i in $(seq 1 10); do
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+ # seed in [0, 2**30 - 1]
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+ SEED=$(shuf -i 0-1073741823 -n 1)
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+
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+ lighteval vllm $MODEL_ARGS "custom|aime24_single|0|0,custom|math_500_single|0|0,custom|gpqa:diamond_single|0|0" \
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+ --use-chat-template \
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+ --output-dir "$OUTPUT_DIR/seed_$SEED" \
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+ 2>&1 | tee -a "$LOG"
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  ```
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  The result of GSM8K was obtained using [lm-eval-harness](https://github.com/EleutherAI/lm-evaluation-harness) and the following commands.