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[Feature] Update benchmark_throughput.py to support image input #9851

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[Feature] Update benchmark_throughput.py to support image input #9851

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Commits on Oct 29, 2024

  1. Refactor benchmark_throughput.py 

    * Give the request tuple a name
* Add helper message for --dataset flag

Signed-off-by: Linkun Chen <github+anyscale@lkchen.net>
    Linkun Chen authored and Linkun Chen committed Oct 29, 2024
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  2. Refactor benchmark_throughput.py to pass TextPrompt instead of string 

    * This is preparation to support multi-modality input, by reusing existing TextPrompt structure
* no significant metrics diff, see below
 - before: Throughput: 13.99 requests/s, 2933.11 total tokens/s, 2758.10 output tokens/s
 - after: Throughput: 13.99 requests/s, 2932.69 total tokens/s, 2757.70 output tokens/s
 - test command: `python benchmarks/benchmark_throughput.py --model mistral-community/pixtral-12b  --max-model-len=8192 --dataset ../sharegpt4v_instruct_gpt4-vision_cap100k.json`

Signed-off-by: Linkun Chen <github+anyscale@lkchen.net>
    Linkun Chen authored and Linkun Chen committed Oct 29, 2024
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  3. Update benchmark_throughput.py to support image input 

    Signed-off-by: Linkun Chen <github+anyscale@lkchen.net>
    Linkun Chen authored and Linkun Chen committed Oct 29, 2024
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  4. dbg 

    Signed-off-by: Linkun Chen <github+anyscale@lkchen.net>
    Linkun Chen authored and Linkun Chen committed Oct 29, 2024
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  5. fix lint 

    Signed-off-by: Linkun Chen <github+anyscale@lkchen.net>
    @lk-chen
    lk-chen authored and Linkun Chen committed Oct 29, 2024
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  6. fix lint 

    Signed-off-by: Linkun Chen <github+anyscale@lkchen.net>
    @lk-chen
    lk-chen authored and Linkun Chen committed Oct 29, 2024
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  7. fix sort 

    Signed-off-by: Linkun Chen <github+anyscale@lkchen.net>
    Linkun Chen committed Oct 29, 2024
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  8. Revert "Update benchmark_throughput.py to support image input" 

    This reverts commit 2623fea.

Signed-off-by: Linkun Chen <github+anyscale@lkchen.net>
    Linkun Chen committed Oct 29, 2024
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Commits on Oct 30, 2024

  1. Update benchmark_throughput.py to support image input 

    This reverts commit eb6e01b.

Signed-off-by: Linkun Chen <github+anyscale@lkchen.net>
    Linkun Chen committed Oct 30, 2024
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