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examples/models/gemma4_31b: CUDA Engine/Session adapter + OpenAI serving#20207

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examples/models/gemma4_31b: CUDA Engine/Session adapter + OpenAI serving#20207
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Adds the Gemma 4 31B serving path, mirroring qwen3_5_moe: a CUDA
Engine/Session adapter (chunked prefill, per-session mutable rebinding,
in-graph sampling) behind the model-agnostic LLMEngine/LLMSession
contract, a JSONL worker, and a serve.py launcher. The generic worker
loop gains an optional prompt_prefix_ids (Gemma BOS prepend) and
serving_chat a matching prompt_token_offset so the context count stays
honest. export.py emits get_mutable_buffer_metadata and prefill-chunk
bounds for multi-session.

[ghstack-poisoned]
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🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/20207

Note: Links to docs will display an error until the docs builds have been completed.

❗ 1 Active SEVs

There are 1 currently active SEVs. If your PR is affected, please view them below:

❌ 6 New Failures, 10 Pending, 2 Unrelated Failures

As of commit 142ff89 with merge base f0dff03 (image):

NEW FAILURES - The following jobs have failed:

FLAKY - The following job failed but was likely due to flakiness present on trunk:

BROKEN TRUNK - The following job failed but was present on the merge base:

👉 Rebase onto the `viable/strict` branch to avoid these failures

This comment was automatically generated by Dr. CI and updates every 15 minutes.

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  • ✅ login: mergennachin / name: Mergen Nachin (1a1b822)

@meta-cla meta-cla Bot added the CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. label Jun 10, 2026
@mergennachin mergennachin marked this pull request as draft June 12, 2026 19:45
[ghstack-poisoned]
mergennachin added a commit that referenced this pull request Jun 12, 2026
Adds the Gemma 4 31B serving path, mirroring qwen3_5_moe: a CUDA
Engine/Session adapter (chunked prefill, per-session mutable rebinding,
in-graph sampling) behind the model-agnostic LLMEngine/LLMSession
contract, a JSONL worker, and a serve.py launcher. The generic worker
loop gains an optional prompt_prefix_ids (Gemma BOS prepend) and
serving_chat a matching prompt_token_offset so the context count stays
honest. export.py emits get_mutable_buffer_metadata and prefill-chunk
bounds for multi-session.

ghstack-source-id: c21c647
ghstack-comment-id: 4674805750
Pull-Request: #20207
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