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merged 4 commits into from
Mar 27, 2025
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Update MMMU Benchmark instructions #4694

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378099a
Update MMMU Benchmark instructions
Mar 23, 2025
9eba275
Merge branch 'main' into ravi/mmmu_instructions
yizhang2077 Mar 24, 2025
0264bc9
Merge branch 'main' into ravi/mmmu_instructions
yizhang2077 Mar 26, 2025
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Merge branch 'main' into ravi/mmmu_instructions
zhyncs Mar 27, 2025
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8 changes: 6 additions & 2 deletions benchmark/mmmu/README.md
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### Evaluate sglang

Host the VLM:

```
python -m sglang.launch_server --model-path Qwen/Qwen2-VL-7B-Instruct --port 30000
python -m sglang.launch_server --model-path Qwen/Qwen2-VL-7B-Instruct --chat-template qwen2-vl --port 30000
```

Benchmark:

```
python benchmark/mmmu/bench_sglang.py --model-path Qwen/Qwen2-VL-7B-Instruct --chat-template qwen2-vl --port 30000
python benchmark/mmmu/bench_sglang.py --port 30000
```

It's recommended to reduce the memory usage by appending something ike `--mem-fraction-static 0.6` to the command above.
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4 changes: 3 additions & 1 deletion benchmark/mmmu/bench_sglang.py
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Bench the sglang-hosted vLM with benchmark MMMU

Usage:
python benchmark/mmmu/bench_sglang.py --model-path Qwen/Qwen2-VL-7B-Instruct --chat-template qwen2-vl
Host the VLM: python -m sglang.launch_server --model-path Qwen/Qwen2-VL-7B-Instruct --chat-template qwen2-vl --port 30000

Benchmark: python benchmark/mmmu/bench_sglang.py --port 30000

The eval output will be logged
"""
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