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@ixlmar ixlmar commented Nov 6, 2025

Description

The example does not run without --disable_kv_cache_reuse.

Test Coverage

Tested in tests/integration/defs/test_e2e.py::test_ptp_quickstart_multimodal, but that passes --disable_kv_cache_reuse.

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Summary by CodeRabbit

  • Documentation
    • Updated multimodal feature quickstart examples to demonstrate the --disable_kv_cache_reuse command-line flag option.

Signed-off-by: ixlmar <206748156+ixlmar@users.noreply.github.com>
@ixlmar ixlmar requested a review from a team as a code owner November 6, 2025 14:51
@ixlmar ixlmar requested review from QiJune and chzblych November 6, 2025 14:51
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ixlmar commented Nov 6, 2025

/bot run --skip-test

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coderabbitai bot commented Nov 6, 2025

📝 Walkthrough

Walkthrough

Documentation updates to multimodal quickstart examples were modified to include the --disable_kv_cache_reuse command-line flag in two code blocks demonstrating quickstart_multimodal.py usage. No functional code changes were made.

Changes

Cohort / File(s) Summary
Multimodal documentation examples
docs/source/features/multi-modality.md
Updated two quickstart code blocks to add --disable_kv_cache_reuse flag to command-line examples for quickstart_multimodal.py

Estimated code review effort

🎯 1 (Trivial) | ⏱️ ~2 minutes

Pre-merge checks and finishing touches

✅ Passed checks (3 passed)
Check name Status Explanation
Title check ✅ Passed The PR title clearly and specifically indicates the main change: adding a missing CLI option to the multimodal example documentation.
Description check ✅ Passed The PR description includes a clear problem statement, test coverage information, and a completed checklist, though some template sections are minimal.
Docstring Coverage ✅ Passed No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.
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  • docs/source/features/multi-modality.md (1 hunks)
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🧠 Learnings (6)
📓 Common learnings
Learnt from: venkywonka
Repo: NVIDIA/TensorRT-LLM PR: 6029
File: .github/pull_request_template.md:45-53
Timestamp: 2025-08-27T17:50:13.264Z
Learning: For PR templates in TensorRT-LLM, avoid suggesting changes that would increase developer overhead, such as converting plain bullets to mandatory checkboxes. The team prefers guidance-style bullets that don't require explicit interaction to reduce friction in the PR creation process.
📚 Learning: 2025-07-28T17:06:08.621Z
Learnt from: moraxu
Repo: NVIDIA/TensorRT-LLM PR: 6303
File: tests/integration/test_lists/qa/examples_test_list.txt:494-494
Timestamp: 2025-07-28T17:06:08.621Z
Learning: In TensorRT-LLM testing, it's common to have both CLI flow tests (test_cli_flow.py) and PyTorch API tests (test_llm_api_pytorch.py) for the same model. These serve different purposes: CLI flow tests validate the traditional command-line workflow, while PyTorch API tests validate the newer LLM API backend. Both are legitimate and should coexist.

Applied to files:

  • docs/source/features/multi-modality.md
📚 Learning: 2025-08-01T15:14:45.673Z
Learnt from: yibinl-nvidia
Repo: NVIDIA/TensorRT-LLM PR: 6506
File: examples/models/core/mixtral/requirements.txt:3-3
Timestamp: 2025-08-01T15:14:45.673Z
Learning: In TensorRT-LLM, examples directory can have different dependency versions than the root requirements.txt file. Version conflicts between root and examples dependencies are acceptable because examples are designed to be standalone and self-contained.

Applied to files:

  • docs/source/features/multi-modality.md
📚 Learning: 2025-09-09T09:40:45.658Z
Learnt from: fredricz-20070104
Repo: NVIDIA/TensorRT-LLM PR: 7645
File: tests/integration/test_lists/qa/llm_function_core.txt:648-648
Timestamp: 2025-09-09T09:40:45.658Z
Learning: In TensorRT-LLM test lists, it's common and intentional for the same test to appear in multiple test list files when they serve different purposes (e.g., llm_function_core.txt for comprehensive core functionality testing and llm_function_core_sanity.txt for quick sanity checks). This duplication allows tests to be run in different testing contexts.

Applied to files:

  • docs/source/features/multi-modality.md
📚 Learning: 2025-07-22T09:22:14.726Z
Learnt from: yechank-nvidia
Repo: NVIDIA/TensorRT-LLM PR: 6254
File: tensorrt_llm/_torch/pyexecutor/model_engine.py:1201-1204
Timestamp: 2025-07-22T09:22:14.726Z
Learning: In TensorRT-LLM's multimodal processing pipeline, shared tensor recovery using `from_shared_tensor()` is only needed during the context phase. Generation requests reuse the already-recovered tensor data and only need to call `strip_for_generation()` to remove unnecessary multimodal data while preserving the recovered tensors. This avoids redundant tensor recovery operations during generation.

Applied to files:

  • docs/source/features/multi-modality.md
📚 Learning: 2025-08-06T13:58:07.506Z
Learnt from: galagam
Repo: NVIDIA/TensorRT-LLM PR: 6487
File: tests/unittest/_torch/auto_deploy/unit/singlegpu/test_ad_trtllm_bench.py:1-12
Timestamp: 2025-08-06T13:58:07.506Z
Learning: In TensorRT-LLM, test files (files under tests/ directories) do not require NVIDIA copyright headers, unlike production source code files. Test files typically start directly with imports, docstrings, or code.

Applied to files:

  • docs/source/features/multi-modality.md
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🔇 Additional comments (1)
docs/source/features/multi-modality.md (1)

37-39: Documentation update correctly adds the required flag.

The addition of --disable_kv_cache_reuse to the quickstart example is necessary and properly addresses the issue. However, the AI-generated summary mentions updating "two code blocks," but only one change is visible in the provided context.

Could you confirm whether there is a second code block or usage example elsewhere in this file (or another file) that should also include the --disable_kv_cache_reuse flag to ensure consistency across the documentation?


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PR_Github #23750 [ run ] triggered by Bot. Commit: 11ab189

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PR_Github #23750 [ run ] completed with state SUCCESS. Commit: 11ab189
/LLM/main/L0_MergeRequest_PR pipeline #17877 (Partly Tested) completed with status: 'SUCCESS'

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ixlmar commented Nov 6, 2025

/skip --comment "No code changes"

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ixlmar commented Nov 6, 2025

/bot skip --comment "No code changes"

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PR_Github #23754 [ skip ] triggered by Bot. Commit: 11ab189

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PR_Github #23754 [ skip ] completed with state SUCCESS. Commit: 11ab189
Skipping testing for commit 11ab189

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LGTM

@ixlmar ixlmar merged commit 1944fb1 into NVIDIA:main Nov 7, 2025
8 of 9 checks passed
@ixlmar ixlmar deleted the fix/multimodal-example-doc branch November 7, 2025 08:06
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