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[Bench] Add bench for MMLU eval #2584

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Usage:

python benchmark/eval/mmlu.py --model dist/Meta-Llama-3-8B-Instruct-q4f16_1-MLC --dataset /path/to/dataset --device cuda --log-dir debug/mmlu

Note that chat mode is problematic, which needs to be fixed.

@Hzfengsy Hzfengsy marked this pull request as ready for review June 16, 2024 06:58
@Hzfengsy Hzfengsy force-pushed the mmlu_eval branch 4 times, most recently from 3d8232d to d015821 Compare June 18, 2024 03:14
Usage:
```
python python/bench/eval/mmlu.py --model dist/Meta-Llama-3-8B-Instruct-q4f16_1-MLC --dataset /path/to/dataset --device cuda --log-dir debug/mmlu
```

Note that chat mode is problematic, which needs to be fixed.
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