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[Bugfix] Import InputPreprocessor into Renderer#1566

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Gaohan123 merged 2 commits intovllm-project:mainfrom
lengrongfu:main
Mar 2, 2026
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[Bugfix] Import InputPreprocessor into Renderer#1566
Gaohan123 merged 2 commits intovllm-project:mainfrom
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@lengrongfu lengrongfu commented Feb 28, 2026

PLEASE FILL IN THE PR DESCRIPTION HERE ENSURING ALL CHECKLIST ITEMS (AT THE BOTTOM) HAVE BEEN CONSIDERED.

Purpose

Because vllm-project/vllm#34510 this issue Move InputPreprocessor, so we need to fix.

Test Plan

Test Result

Essential Elements of an Effective PR Description Checklist
  • The purpose of the PR, such as "Fix some issue (link existing issues this PR will resolve)".
  • The test plan. Please provide the test scripts & test commands. Please state the reasons if your codes don't require additional test scripts. For test file guidelines, please check the test style doc
  • The test results. Please paste the results comparison before and after, or the e2e results.
  • (Optional) The necessary documentation update, such as updating supported_models.md and examples for a new model. Please run mkdocs serve to sync the documentation editions to ./docs.
  • (Optional) Release notes update. If your change is user-facing, please update the release notes draft.

BEFORE SUBMITTING, PLEASE READ https://github.com/vllm-project/vllm-omni/blob/main/CONTRIBUTING.md (anything written below this line will be removed by GitHub Actions)

@lengrongfu
[Misc] rename package name
3f0f5a0 
Signed-off-by: rongfu.leng <lenronfu@gmail.com>
@lengrongfu lengrongfu changed the title [Bugfix] rename package name [Bugfix] Import InputPreprocessor into Renderer Feb 28, 2026
@lengrongfu
opt import sort
9cb4d8b 
Signed-off-by: rongfu.leng <lenronfu@gmail.com>
@hsliuustc0106 hsliuustc0106 added the ready label to trigger buildkite CI label Mar 1, 2026
@gcanlin gcanlin mentioned this pull request Mar 2, 2026
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LGTM, thanks!

@Gaohan123 Gaohan123 linked an issue Mar 2, 2026 that may be closed by this pull request
[Bug]: Fails to import 'vllm.renderers.protocol' #1605
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LGTM

@Gaohan123 Gaohan123 merged commit a4b2e48 into vllm-project:main Mar 2, 2026
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@alex-jw-brooks alex-jw-brooks mentioned this pull request Mar 2, 2026
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yJader pushed a commit to omni-nicelab/vllm-omni-batching that referenced this pull request Mar 3, 2026
@lengrongfu
[Bugfix] Import InputPreprocessor into Renderer (vllm-project#1566)
082c4a6 
Signed-off-by: rongfu.leng <lenronfu@gmail.com>
hsliuustc0106 added a commit to hsliuustc0106/vllm-omni-skills that referenced this pull request Mar 4, 2026
@hsliuustc0106
chore: auto-update skills based on vllm-omni changes
49c85a9 
### vllm-omni-perf
- Source: [PR #1619](vllm-project/vllm-omni#1619) - [Bugfix] Fix Qwen3-TTS code predictor crash due to missing vLLM config context
- Changes:
  - Bug fix: [Bugfix] Fix Qwen3-TTS code predictor crash due to missing vLLM config context

### vllm-omni-contrib
- Source: [PR #1615](vllm-project/vllm-omni#1615) - [Doc] Fix links in the configuration doc
- Changes:
  - Bug fix: [Doc] Fix links in the configuration doc

### vllm-omni-perf
- Source: [PR #1609](vllm-project/vllm-omni#1609) - [Bugfix] Fix filepath resolution for model with subdir and GLM-Image generation
- Changes:
  - Bug fix: [Bugfix] Fix filepath resolution for model with subdir and GLM-Image generation

### vllm-omni-image-gen
- Source: [PR #1609](vllm-project/vllm-omni#1609) - [Bugfix] Fix filepath resolution for model with subdir and GLM-Image generation
- Changes:
  - Bug fix: [Bugfix] Fix filepath resolution for model with subdir and GLM-Image generation
- Additions:
  - GLM-Image
  - GLM-Image
  - GLM-Image
  - GLM-Image
  - GLM-Image
  - GLM-Image
  - GLM-Image
  - GLM-Image

### vllm-omni-api
- Source: [PR #1609](vllm-project/vllm-omni#1609) - [Bugfix] Fix filepath resolution for model with subdir and GLM-Image generation
- Changes:
  - Bug fix: [Bugfix] Fix filepath resolution for model with subdir and GLM-Image generation

### vllm-omni-serving
- Source: [PR #1602](vllm-project/vllm-omni#1602) - [Bugfix] fix kernel error for qwen3-omni
- Changes:
  - Bug fix: [Bugfix] fix kernel error for qwen3-omni

### vllm-omni-perf
- Source: [PR #1598](vllm-project/vllm-omni#1598) - [BugFix] Fix load_weights error when loading HunyuanImage3.0
- Changes:
  - Bug fix: [BugFix] Fix load_weights error when loading HunyuanImage3.0

### vllm-omni-image-gen
- Source: [PR #1598](vllm-project/vllm-omni#1598) - [BugFix] Fix load_weights error when loading HunyuanImage3.0
- Changes:
  - Bug fix: [BugFix] Fix load_weights error when loading HunyuanImage3.0
- Additions:
  - HunyuanImage3
  - HunyuanImage3Pipeline
  - HunyuanImage3
  - HunyuanImage-3
  - HunyuanImage-3
  - HunyuanImage-3
  - HunyuanImage3Pipeline
  - HunyuanImage3Pipeline
  - HunyuanImage3Pipeline
  - HunyuanImage3Pipeline
  - HunyuanImage3Pipeline
  - HunyuanImage3Pipeline
  - HunyuanImage3Pipeline
  - HunyuanImage3Pipeline
  - HunyuanImage-3

### vllm-omni-quantization
- Source: [PR #1598](vllm-project/vllm-omni#1598) - [BugFix] Fix load_weights error when loading HunyuanImage3.0
- Changes:
  - Bug fix: [BugFix] Fix load_weights error when loading HunyuanImage3.0

### vllm-omni-distributed
- Source: [PR #1598](vllm-project/vllm-omni#1598) - [BugFix] Fix load_weights error when loading HunyuanImage3.0
- Changes:
  - Bug fix: [BugFix] Fix load_weights error when loading HunyuanImage3.0

### vllm-omni-contrib
- Source: [PR #1576](vllm-project/vllm-omni#1576) - 0.16.0 release

### vllm-omni-audio-tts
- Source: [PR #1570](vllm-project/vllm-omni#1570) - [bugfix] Fix unexpected argument 'is_finished' in function llm2code2wav_async_chunk of mimo-audio
- Changes:
  - Bug fix: [bugfix] Fix unexpected argument 'is_finished' in function llm2code2wav_async_chunk of mimo-audio

### vllm-omni-api
- Source: [PR #1566](vllm-project/vllm-omni#1566) - [Bugfix] Import InputPreprocessor into Renderer
- Changes:
  - Bug fix: [Bugfix] Import InputPreprocessor into Renderer

### vllm-omni-perf
- Source: [PR #1565](vllm-project/vllm-omni#1565) - [BugFix]: fix a lot of bug
- Changes:
  - Bug fix: [BugFix]: fix a lot of bug

### vllm-omni-contrib
- Source: [PR #1564](vllm-project/vllm-omni#1564) - [NPU][Bugfix] Align GPU side and recover qwen3-tts
- Changes:
  - Bug fix: [NPU][Bugfix] Align GPU side and recover qwen3-tts

### vllm-omni-audio-tts
- Source: [PR #1564](vllm-project/vllm-omni#1564) - [NPU][Bugfix] Align GPU side and recover qwen3-tts
- Changes:
  - Bug fix: [NPU][Bugfix] Align GPU side and recover qwen3-tts

### vllm-omni-perf
- Source: [PR #1562](vllm-project/vllm-omni#1562) - [BugFix] Fix unexpected crash when init OmniDiffusion
- Changes:
  - Bug fix: [BugFix] Fix unexpected crash when init OmniDiffusion

### vllm-omni-api
- Source: [PR #1562](vllm-project/vllm-omni#1562) - [BugFix] Fix unexpected crash when init OmniDiffusion
- Changes:
  - Bug fix: [BugFix] Fix unexpected crash when init OmniDiffusion

### vllm-omni-quantization
- Source: [PR #1562](vllm-project/vllm-omni#1562) - [BugFix] Fix unexpected crash when init OmniDiffusion
- Changes:
  - Bug fix: [BugFix] Fix unexpected crash when init OmniDiffusion

### vllm-omni-distributed
- Source: [PR #1562](vllm-project/vllm-omni#1562) - [BugFix] Fix unexpected crash when init OmniDiffusion
- Changes:
  - Bug fix: [BugFix] Fix unexpected crash when init OmniDiffusion

### vllm-omni-api
- Source: [PR #1554](vllm-project/vllm-omni#1554) - fix(qwen3-tts): fix Base ICL voice clone producing corrupted audio
- Changes:
  - Bug fix: fix(qwen3-tts): fix Base ICL voice clone producing corrupted audio

### vllm-omni-cicd
- Source: [PR #1543](vllm-project/vllm-omni#1543) - [CI] Modify some CI test cases to run on L4 environment to reduce H100 resource usage.

### vllm-omni-perf
- Source: [PR #1540](vllm-project/vllm-omni#1540) - Fix no embed text spk tokens
- Changes:
  - Bug fix: Fix no embed text spk tokens

### vllm-omni-distributed
- Source: [PR #1540](vllm-project/vllm-omni#1540) - Fix no embed text spk tokens
- Changes:
  - Bug fix: Fix no embed text spk tokens

### vllm-omni-perf
- Source: [PR #1539](vllm-project/vllm-omni#1539) - [Debug] Enable curl retry aligned with openai

### vllm-omni-quantization
- Source: [PR #1539](vllm-project/vllm-omni#1539) - [Debug] Enable curl retry aligned with openai

### vllm-omni-distributed
- Source: [PR #1539](vllm-project/vllm-omni#1539) - [Debug] Enable curl retry aligned with openai

### vllm-omni-image-gen
- Source: [PR #1538](vllm-project/vllm-omni#1538) - [CI][skip ci]Update H100 image link based on #1518

### vllm-omni-perf
- Source: [PR #1536](vllm-project/vllm-omni#1536) - [Bugfix] Fix transformers 5.x compat issues in online TTS serving
- Changes:
  - Bug fix: [Bugfix] Fix transformers 5.x compat issues in online TTS serving

### vllm-omni-serving
- Source: [PR #1536](vllm-project/vllm-omni#1536) - [Bugfix] Fix transformers 5.x compat issues in online TTS serving
- Changes:
  - Bug fix: [Bugfix] Fix transformers 5.x compat issues in online TTS serving

### vllm-omni-cicd
- Source: [PR #1534](vllm-project/vllm-omni#1534) - [Debug] Merge vllm pull 35368

### vllm-omni-contrib
- Source: [PR #1530](vllm-project/vllm-omni#1530) - [Docs] update async chunk docs diagram [skip ci]

### vllm-omni-distributed
- Source: [PR #1524](vllm-project/vllm-omni#1524) - [BugFix] Restore talker's config
- Changes:
  - Bug fix: [BugFix] Restore talker's config

### vllm-omni-api
- Source: [PR #1522](vllm-project/vllm-omni#1522) - [Bugfix] Use uds for zmq address if not set --stage-id
- Changes:
  - New feature: [Bugfix] Use uds for zmq address if not set --stage-id

### vllm-omni-perf
- Source: [PR #1521](vllm-project/vllm-omni#1521) - Revert gpu_1 job to use regular image

### vllm-omni-perf
- Source: [PR #1518](vllm-project/vllm-omni#1518) - Use pull through cache image for H100 pool

### vllm-omni-perf
- Source: [PR #1515](vllm-project/vllm-omni#1515) - [Bugfix] fix offline text_to_image error from #1009
- Changes:
  - Bug fix: [Bugfix] fix offline text_to_image error from #1009

### vllm-omni-image-gen
- Source: [PR #1515](vllm-project/vllm-omni#1515) - [Bugfix] fix offline text_to_image error from #1009
- Changes:
  - Bug fix: [Bugfix] fix offline text_to_image error from #1009
- Additions:
  - num-images-per-prompt

### vllm-omni-quantization
- Source: [PR #1515](vllm-project/vllm-omni#1515) - [Bugfix] fix offline text_to_image error from #1009
- Changes:
  - Bug fix: [Bugfix] fix offline text_to_image error from #1009

### vllm-omni-distributed
- Source: [PR #1515](vllm-project/vllm-omni#1515) - [Bugfix] fix offline text_to_image error from #1009
- Changes:
  - Bug fix: [Bugfix] fix offline text_to_image error from #1009

### vllm-omni-api
- Source: [PR #1509](vllm-project/vllm-omni#1509) - [Chore] remove unused logger in omni_diffusion (#531)

### vllm-omni-perf
- Source: [PR #1505](vllm-project/vllm-omni#1505) - [Doc] Update installation instructions for vllm 0.16.0

### vllm-omni-quantization
- Source: [PR #1505](vllm-project/vllm-omni#1505) - [Doc] Update installation instructions for vllm 0.16.0

### vllm-omni-distributed
- Source: [PR #1505](vllm-project/vllm-omni#1505) - [Doc] Update installation instructions for vllm 0.16.0

### vllm-omni-contrib
- Source: [PR #1505](vllm-project/vllm-omni#1505) - [Doc] Update installation instructions for vllm 0.16.0

### vllm-omni-video-gen
- Source: [PR #1504](vllm-project/vllm-omni#1504) - [Feature][Wan2.2] Speed up diffusion model startup by multi-thread weight loading
- Changes:
  - New feature: [Feature][Wan2.2] Speed up diffusion model startup by multi-thread weight loading

### vllm-omni-perf
- Source: [PR #1504](vllm-project/vllm-omni#1504) - [Feature][Wan2.2] Speed up diffusion model startup by multi-thread weight loading
- Changes:
  - New feature: [Feature][Wan2.2] Speed up diffusion model startup by multi-thread weight loading

### vllm-omni-api
- Source: [PR #1504](vllm-project/vllm-omni#1504) - [Feature][Wan2.2] Speed up diffusion model startup by multi-thread weight loading
- Changes:
  - New feature: [Feature][Wan2.2] Speed up diffusion model startup by multi-thread weight loading

### vllm-omni-cicd
- Source: [PR #1504](vllm-project/vllm-omni#1504) - [Feature][Wan2.2] Speed up diffusion model startup by multi-thread weight loading
- Changes:
  - New feature: [Feature][Wan2.2] Speed up diffusion model startup by multi-thread weight loading

### vllm-omni-contrib
- Source: [PR #1500](vllm-project/vllm-omni#1500) - [ROCm] [CI] [Docker] Point to use the latest vLLM v0.16.0 stable version

### vllm-omni-cicd
- Source: [PR #1492](vllm-project/vllm-omni#1492) - [Platform] Enable layerwise offload on all hardware

### vllm-omni-image-gen
- Source: [PR #1491](vllm-project/vllm-omni#1491) - [CI] Update Dockerfile for vllm-omni CI image and remove obsolete dep…

### vllm-omni-cicd
- Source: [PR #1488](vllm-project/vllm-omni#1488) - [XPU][NPU][ROCM] enable cpu_offloading flag for non_cuda

### vllm-omni-audio-tts
- Source: [PR #1482](vllm-project/vllm-omni#1482) - [Fix][Chore] Qwen3-TTS Modeling Minor Code Sanity Improvements
- Changes:
  - Bug fix: [Fix][Chore] Qwen3-TTS Modeling Minor Code Sanity Improvements

### vllm-omni-perf
- Source: [PR #1468](vllm-project/vllm-omni#1468) - [BugFix] process request.num_cached_tokens if it equals to the initial value
- Changes:
  - Bug fix: [BugFix] process request.num_cached_tokens if it equals to the initial value

### vllm-omni-audio-tts
- Source: [PR #1455](vllm-project/vllm-omni#1455) - [Bugfix] Fix case-sensitive task_type matching in Qwen3TTSModelForGeneration
- Changes:
  - Bug fix: [Bugfix] Fix case-sensitive task_type matching in Qwen3TTSModelForGeneration

### vllm-omni-cicd
- Source: [PR #1449](vllm-project/vllm-omni#1449) - [Test] Reduce Perf test case and fix modify stage config
- Changes:
  - Bug fix: [Test] Reduce Perf test case and fix modify stage config

### vllm-omni-cicd
- Source: [PR #1448](vllm-project/vllm-omni#1448) - [Bugfix] Race condition in MultiprocExecutor when concurent access to Scheduler
- Changes:
  - Bug fix: [Bugfix] Race condition in MultiprocExecutor when concurent access to Scheduler

### vllm-omni-cicd
- Source: [PR #1438](vllm-project/vllm-omni#1438) - [Qwen3TTS][Feat] Streaming output
- Changes:
  - New feature: [Qwen3TTS][Feat] Streaming output

### vllm-omni-api
- Source: [PR #1438](vllm-project/vllm-omni#1438) - [Qwen3TTS][Feat] Streaming output
- Changes:
  - New feature: [Qwen3TTS][Feat] Streaming output

### vllm-omni-contrib
- Source: [PR #1438](vllm-project/vllm-omni#1438) - [Qwen3TTS][Feat] Streaming output
- Changes:
  - New feature: [Qwen3TTS][Feat] Streaming output

### vllm-omni-audio-tts
- Source: [PR #1438](vllm-project/vllm-omni#1438) - [Qwen3TTS][Feat] Streaming output
- Changes:
  - New feature: [Qwen3TTS][Feat] Streaming output

### vllm-omni-cicd
- Source: [PR #1435](vllm-project/vllm-omni#1435) - [Doc][Test][Misc] ComfyUI test, more screenshot, and code cleaning

### vllm-omni-video-gen
- Source: [PR #1433](vllm-project/vllm-omni#1433) - [Debug] Multi-Request for Qwen 3 Omni use_audio_in_video

### vllm-omni-audio-tts
- Source: [PR #1433](vllm-project/vllm-omni#1433) - [Debug] Multi-Request for Qwen 3 Omni use_audio_in_video
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@Gaohan123 Gaohan123 Gaohan123 approved these changes

@gcanlin gcanlin gcanlin approved these changes

@hsliuustc0106 hsliuustc0106 Awaiting requested review from hsliuustc0106 hsliuustc0106 is a code owner

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[Bug]: Fails to import 'vllm.renderers.protocol'

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@lengrongfu @Gaohan123 @gcanlin @hsliuustc0106