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Document benchmarking for PD deployment with GLM-5.1 - #58

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Document benchmarking for PD deployment with GLM-5.1#58
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Added benchmarking details for PD deployment using GLM-5.1 and vllm with TileRT. Included latency and throughput metrics for performance evaluation.

WSEmma and others added 3 commits August 5, 2026 16:05
…ts own chunk (tile-ai#55)

Two fixes for serving OpenAI-compatible clients over a PD deployment.

The prefill request now drops `stream_options` and
`max_completion_tokens` from the client body: the first contradicts the
`stream=False` we force (vLLM rejects the pair with a 400 during body
parsing) and the second overrides our `max_tokens=1`. Verified with
`vllm bench serve --backend openai-chat`, which sends both
unconditionally and previously failed every request.

`ignore_eos` is now forwarded to the decode engine and honoured by the
MLA/NSA adapter, streaming usage moves into its own trailing chunk
carrying `total_tokens` (the shape vLLM and the OpenAI API emit), and
the `transformers` / `tokenizers` pins are relaxed to `>=`.

---------

Co-authored-by: CrimsonDump <56749892+CrimsonDump@users.noreply.github.com>
Co-authored-by: Shuang Wu <leo@aigcsemi.com>
Update the README for the v0.1.5.post2 release: install commands and
expected version now reference `0.1.5.post2`, the News and wheel
download links point to the v0.1.5.post2 release (the previous `v0.1.5`
release URL does not exist), and the `transformers` / `tokenizers` rows
reflect the relaxed `>=` pins.

Co-authored-by: Ziming Miao <max@aigcsemi.com>
Added benchmarking details for PD deployment using GLM-5.1 and vllm with TileRT. Included latency and throughput metrics for performance evaluation.
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yiminghub2024 commented Aug 6, 2026

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fixed issure #53 @WSEmma @mzmssg @xysmlx

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3 participants