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Measure vllm-tt-plugin gateability on the row's P150 (qwen35 served, tokens emitted)

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难度
4/5
预计耗时
3-5 天
新手友好度
35/100
Issue 类型
缺陷
描述清晰度
描述清楚
活跃度
活跃

调研方向

Start with .agents/oracles/vllm-tt-plugin.md and the oracle-registry checker. Install vLLM 0.26.0 and the plugin at pin 7250ddfaa in a tt-metal environment on the row's P150, then serve one registered qwen35 checkpoint and record tokens emitted. Done means the oracle record can be marked gateable and includes the measurement; GGUF-decode parity is out of scope.

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描述

Row: BACKEND-TENSTORRENT

Local-Issue: ISSUE-LOCAL-01M32FVCE8XBW2PDTE48ZD8TWN
Kind: bug

The vllm-tt-plugin oracle record (.agents/oracles/vllm-tt-plugin.md, pin 7250ddfaa, 2026-09-21) is filed with gateable = no: nothing from the plugin has executed in this repository. The oracle-registry checker requires an owing issue named on a gateable=no record; this is it. Owed measurement: install vLLM 0.26.0 (VLLM_TARGET_DEVICE=empty) plus the plugin at the pinned HEAD inside a tt-metal environment on the row's P150, serve one registered qwen35 checkpoint, and record tokens emitted. Establishing gateability also unlocks the primary-rank denominators the Tenstorrent rows want: on-device qwen35 graph correctness at bf16 (vs our GGUF-decoded bf16 arm, per-layer like the llama.cpp bisect) and the native ~50 tok/s qwen35 rate measured side by side on the same card. Source: vllm.ai blog 2026-09-07; supported architectures include TTQwen3_5ForConditionalGeneration. NOT established by this measurement: GGUF-decode parity (the plugin serves HF weights; llama.cpp stays the GGUF decode oracle).

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环境准备

从这里开始

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  2. 在 Issue 下留言说明你要接手 —— 这能避免两个人做同样的事。
  3. Fork 仓库,在一个分支上完成修改。
  4. 提交 Pull Request,并在描述里引用这个 Issue 编号。

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