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[VLM] Offline scenario, performance-only mode of the reference implementation #2381
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Merged
hanyunfan
merged 35 commits into
mlcommons:master
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CentML:wangshangsam/vlm-sut-prototype
Nov 11, 2025
Merged
[VLM] Offline scenario, performance-only mode of the reference implementation #2381
hanyunfan
merged 35 commits into
mlcommons:master
from
CentML:wangshangsam/vlm-sut-prototype
Nov 11, 2025
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…perf-inference into wangshangsam/vlm-sut-prototype
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MLCommons CLA bot All contributors have signed the MLCommons CLA ✍️ ✅ |
…perf-inference into wangshangsam/vlm-sut-prototype
johncalesp
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johncalesp
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johncalesp
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johncalesp
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johncalesp
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johncalesp
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…the client, event loop and the event loop thread
…perf-inference into wangshangsam/vlm-sut-prototype
…perf-inference into wangshangsam/vlm-sut-prototype
johncalesp
reviewed
Nov 6, 2025
…perf-inference into wangshangsam/vlm-sut-prototype
…perf-inference into wangshangsam/vlm-sut-prototype
…perf-inference into wangshangsam/vlm-sut-prototype
johncalesp
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…perf-inference into wangshangsam/vlm-sut-prototype
hanyunfan
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LGTM
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This is the first PR towards the VLM reference implementation for the v6.0 round.
This PR currenlty supports the Offline scenario + performance-only mode. Server scenario and accuracy mode will be introduced through subsequent PRs.
The
issue_queryimplemenation adopted the purely asyncio-based design from the DSR1 reference implementation, but the code here is simpler mostly because we only access the inference endpoint through OpenAI APIs.