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[Bugfix] Fix divide by zero when serving Mamba models #9617

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tlrmchlsmth
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@tlrmchlsmth tlrmchlsmth commented Oct 23, 2024

num_total_gpu ends up being 0 for attention-free models, which results in a divide-by-zero in llm_engine.py when running:

vllm serve tiiuae/falcon-mamba-7b-instruct

We're already guarding against None here so this guards against zero as well.

I also tried setting num_gpu_blocks to None in determine_num_available_blocks but a couple of different spots choked on this.

Closes #7478 (again)

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`num_total_gpu` ends up being 0 for attention-free models, which results
in a divide-by-zero in llm_engine.py when running:
```
vllm serve tiiuae/falcon-mamba-7b-instruct
```

We're already guarding against None here so this guards against zero as
well.

I also tried setting `num_gpu_blocks` to `None` in
`determine_num_available_blocks` but a couple of different spots choked
on this.

Signed-off-by: Tyler Michael Smith <[email protected]>
@tlrmchlsmth tlrmchlsmth added the ready ONLY add when PR is ready to merge/full CI is needed label Oct 23, 2024
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Thanks for the quick fix!

@DarkLight1337 DarkLight1337 enabled auto-merge (squash) October 23, 2024 14:30
@DarkLight1337 DarkLight1337 merged commit e5ac6a4 into vllm-project:main Oct 23, 2024
70 of 72 checks passed
@youkaichao youkaichao deleted the tms/fix_mamba_divide_by_zero branch October 24, 2024 03:31
Alvant pushed a commit to compressa-ai/vllm that referenced this pull request Oct 26, 2024
MErkinSag pushed a commit to MErkinSag/vllm that referenced this pull request Oct 26, 2024
)

Signed-off-by: Tyler Michael Smith <[email protected]>
Signed-off-by: Erkin Sagiroglu <[email protected]>
FerdinandZhong pushed a commit to FerdinandZhong/vllm that referenced this pull request Oct 29, 2024
NickLucche pushed a commit to NickLucche/vllm that referenced this pull request Oct 31, 2024
NickLucche pushed a commit to NickLucche/vllm that referenced this pull request Oct 31, 2024
sumitd2 pushed a commit to sumitd2/vllm that referenced this pull request Nov 14, 2024
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[Bug]: Support Falcon Mamba
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