Skip to content

Conversation

mgoin
Copy link
Member

@mgoin mgoin commented Apr 15, 2025

Updates to enable the kernel changes from #14447 and #16850 in CT

vllm serve RedHatAI/Qwen3-30B-A3B-quantized.w4a16 --port 9000
lm_eval --model local-completions --model_args model=RedHatAI/Qwen3-30B-A3B-quantized.w4a16,base_url=http://0.0.0.0:9000/v1/completions,num_concurrent=500,tokenized_requests=False --tasks gsm8k --num_fewshot 5
local-completions (model=RedHatAI/Qwen3-30B-A3B-quantized.w4a16,base_url=http://0.0.0.0:9000/v1/completions,num_concurrent=500,tokenized_requests=False), gen_kwargs: (None), limit: None, num_fewshot: 5, batch_size: 1
|Tasks|Version|     Filter     |n-shot|  Metric   |   |Value |   |Stderr|
|-----|------:|----------------|-----:|-----------|---|-----:|---|-----:|
|gsm8k|      3|flexible-extract|     5|exact_match|↑  |0.8779|±  |0.0090|
|     |       |strict-match    |     5|exact_match|↑  |0.8802|±  |0.0089|

Copy link

👋 Hi! Thank you for contributing to the vLLM project.

💬 Join our developer Slack at https://slack.vllm.ai to discuss your PR in #pr-reviews, coordinate on features in #feat- channels, or join special interest groups in #sig- channels.

Just a reminder: PRs would not trigger full CI run by default. Instead, it would only run fastcheck CI which starts running only a small and essential subset of CI tests to quickly catch errors. You can run other CI tests on top of those by going to your fastcheck build on Buildkite UI (linked in the PR checks section) and unblock them. If you do not have permission to unblock, ping simon-mo or khluu to add you in our Buildkite org.

Once the PR is approved and ready to go, your PR reviewer(s) can run CI to test the changes comprehensively before merging.

To run CI, PR reviewers can either: Add ready label to the PR or enable auto-merge.

🚀

@mgoin mgoin added quantization ready ONLY add when PR is ready to merge/full CI is needed labels May 7, 2025
Comment on lines +66 to +68
raise ValueError(
"WNA16MoE is not supported with actorder=group/dynamic."
)
Copy link
Member

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Are there cases where we raise a ValueError now where we didn't before?

Copy link
Member Author

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Not really. The limitations of the marlin or triton kernels have not changed under the hood, however we are now actually checking these at a higher level. So this is just failing faster

Copy link
Member

@tlrmchlsmth tlrmchlsmth left a comment

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Just one Q on the code that chooses between CompressedTensorsWNA16MoEMethod and CompressedTensorsWNA16MarlinMoEMethod. Otherwise LGTM

@tlrmchlsmth tlrmchlsmth merged commit 22481fb into vllm-project:main May 9, 2025
77 checks passed
princepride pushed a commit to princepride/vllm that referenced this pull request May 10, 2025
RichardoMrMu pushed a commit to RichardoMrMu/vllm that referenced this pull request May 12, 2025
mawong-amd pushed a commit to ROCm/vllm that referenced this pull request May 14, 2025
zzzyq pushed a commit to zzzyq/vllm that referenced this pull request May 24, 2025
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

quantization ready ONLY add when PR is ready to merge/full CI is needed

Projects

None yet

Development

Successfully merging this pull request may close these issues.

2 participants