vllm-project/vllm-omni Issues

Stars: (4,990 stars)
Forks: (1,067 forks)
Indexed issues: (119 indexed issues)
open beginner issues: (0 open beginner issues)
Latest indexed: Jul 16, 2026
Last GitHub push: Jun 8, 2026
License: Apache License 2.0
Contributing guide: Contributing guide
Code of conduct: No code of conduct
Dominant language: Python
PR merge metrics: (PR metrics pending)
Beginner labels: No beginner labels indexed

Issues

118 open indexed issues

RSS Atom

Open

[Feature]: TeaCache support for Wan2.2 V2V / VACE pipeline

RFCdiffusionenhancementhelp wanted

vllm-project/vllm-omni #5,079 opened Jul 13, 2026 · Python · 4,990 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

1 comment0 reactions1 assignee

Open

[New Model]: Lingbot-World 2.0

help wantednew model

vllm-project/vllm-omni #4,990 opened Jul 9, 2026 · Python · 4,990 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

2 comments0 reactions1 assignee

Open

[LTX2.3][Feature] Missing official features

help wanted

vllm-project/vllm-omni #4,985 opened Jul 9, 2026 · Python · 4,990 stars

Why recommendedNo assignee yet · Has a beginner-friendly label

No assignee yetHas a beginner-friendly labelContributing guide available

2 comments0 reactions0 assignees

Open

[Feature]: Support for InternVL-U model

good first issuehelp wantednew model

vllm-project/vllm-omni #4,884 opened Jul 5, 2026 · Python · 4,990 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

4 comments0 reactions1 assignee

Open

[New Model]: Boogu-Image

help wantednew model

vllm-project/vllm-omni #4,812 opened Jul 1, 2026 · Python · 4,990 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

6 comments0 reactions1 assignee

Open

[RFC]: Ref-Target KV Cache for Video Diffusion Models

RFChelp wantedhigh priority

vllm-project/vllm-omni #4,710 opened Jun 25, 2026 · Python · 4,990 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

19 comments0 reactions3 assignees

Open

[RFC]: Data Parallelism for Video Generation Models in vLLM-Omni

RFCenhancementhelp wantedhigh priority

vllm-project/vllm-omni #4,707 opened Jun 25, 2026 · Python · 4,990 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

12 comments0 reactions1 assignee

Open

[RFC]: MOSS-TTS-Local-v1.5 Serving Optimization

RFChelp wantedtts

vllm-project/vllm-omni #4,676 opened Jun 24, 2026 · Python · 4,990 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

9 comments4 reactions1 assignee

Open

[New Model]: DreamX-World

diffusionhelp wantedhigh prioritynew modelworld model

vllm-project/vllm-omni #4,570 opened Jun 19, 2026 · Python · 4,990 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

2 comments0 reactions1 assignee

Open

[RFC]: Unify example model usage — migrate all special-usage examples to standard task examples + declarative model_extras

criticalgood first issuehelp wantedhigh priority

vllm-project/vllm-omni #4,539 opened Jun 18, 2026 · Python · 4,990 stars

Why recommendedNo comments yet · Has a beginner-friendly label

No comments yetHas a beginner-friendly labelContributing guide available

0 comments1 reaction1 assignee

Open

[RFC/Bug] Improve diffusion worker/engine control-plane reliability and output contracts

bughelp wantedhigh priority

vllm-project/vllm-omni #4,400 opened Jun 13, 2026 · Python · 4,990 stars

Why recommendedNo assignee yet · Has a beginner-friendly label

No assignee yetHas a beginner-friendly labelContributing guide available

3 comments0 reactions0 assignees

Open

[Performance]: Per-request Python preprocess loop dominates decode step time at high concurrency (8.5 ms of a 10.9 ms step at 32 requests) — also a frame-cadence blocker for realtime/duplex

help wantedhigh priority

vllm-project/vllm-omni #4,383 opened Jun 12, 2026 · Python · 4,990 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

6 comments1 reaction1 assignee

Open

[RFC]: [Cosmos3 optimization] Feature Support, Quantilization, Hardware Recipes, and Scenario Optimization

Hardware Plugincriticaldiffusiongood first issuehelp wantedhigh priority

vllm-project/vllm-omni #4,340 opened Jun 11, 2026 · Python · 4,990 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

18 comments0 reactions7 assignees

Open

[New Model]: Audio-Omni

diffusiongood first issuehelp wantednew modeltts

vllm-project/vllm-omni #4,307 opened Jun 10, 2026 · Python · 4,990 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

2 comments0 reactions1 assignee

Open

[New Model]: Baidu NAVA video

good first issuehelp wantednew model

vllm-project/vllm-omni #4,234 opened Jun 7, 2026 · Python · 4,990 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

4 comments0 reactions2 assignees

Open

[CI/Test] Add Fish Speech TTS e2e test (no e2e coverage in any pipeline tier)

good first issuetts

vllm-project/vllm-omni #4,226 opened Jun 7, 2026 · Python · 4,990 stars

Why recommendedNo assignee yet · Has a beginner-friendly label

No assignee yetHas a beginner-friendly labelContributing guide available

1 comment0 reactions0 assignees

Open

[New Model]: dots.tts (rednote-hilab) — continuous-AR 48kHz zero-shot voice cloning

good first issuehelp wantednew modeltts

vllm-project/vllm-omni #4,218 opened Jun 6, 2026 · Python · 4,990 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

6 comments0 reactions1 assignee

Open

[New Model]: Support Loading Original (Non-Diffusers) PAI/Wan2.2-VACE-Fun-A14B Checkpoint

good first issuehelp wantednew model

vllm-project/vllm-omni #4,206 opened Jun 6, 2026 · Python · 4,990 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

2 comments0 reactions2 assignees

Open

[RFC]: Add JoyAI-Echo (LTX-2.3-derived multi-shot T2V+Audio)

good first issuehelp wantednew model

vllm-project/vllm-omni #4,193 opened Jun 5, 2026 · Python · 4,990 stars

Why recommendedNo assignee yet · Has a beginner-friendly label

No assignee yetHas a beginner-friendly labelContributing guide available

2 comments1 reaction0 assignees

Open

[Perf]: Voxcpm2 performance improvement

good first issuehelp wanted

vllm-project/vllm-omni #4,176 opened Jun 5, 2026 · Python · 4,990 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

13 comments1 reaction4 assignees

Stars: (4,990 stars)
Forks: (1,067 forks)
Indexed issues: (119 indexed issues)
open beginner issues: (0 open beginner issues)
Latest indexed: Jul 16, 2026
Last GitHub push: Jun 8, 2026
License: Apache License 2.0
Contributing guide: Contributing guide
Code of conduct: No code of conduct
Dominant language: Python
PR merge metrics: (PR metrics pending)
Beginner labels: No beginner labels indexed

Issues

118 open indexed issues

RSS Atom

Open

[Feature]: TeaCache support for Wan2.2 V2V / VACE pipeline

RFCdiffusionenhancementhelp wanted

vllm-project/vllm-omni #5,079 opened Jul 13, 2026 · Python · 4,990 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

1 comment0 reactions1 assignee

Open

[New Model]: Lingbot-World 2.0

help wantednew model

vllm-project/vllm-omni #4,990 opened Jul 9, 2026 · Python · 4,990 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

2 comments0 reactions1 assignee

Open

[LTX2.3][Feature] Missing official features

help wanted

vllm-project/vllm-omni #4,985 opened Jul 9, 2026 · Python · 4,990 stars

Why recommendedNo assignee yet · Has a beginner-friendly label

No assignee yetHas a beginner-friendly labelContributing guide available

2 comments0 reactions0 assignees

Open

[Feature]: Support for InternVL-U model

good first issuehelp wantednew model

vllm-project/vllm-omni #4,884 opened Jul 5, 2026 · Python · 4,990 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

4 comments0 reactions1 assignee

Open

[New Model]: Boogu-Image

help wantednew model

vllm-project/vllm-omni #4,812 opened Jul 1, 2026 · Python · 4,990 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

6 comments0 reactions1 assignee

Open

[RFC]: Ref-Target KV Cache for Video Diffusion Models

RFChelp wantedhigh priority

vllm-project/vllm-omni #4,710 opened Jun 25, 2026 · Python · 4,990 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

19 comments0 reactions3 assignees

Open

[RFC]: Data Parallelism for Video Generation Models in vLLM-Omni

RFCenhancementhelp wantedhigh priority

vllm-project/vllm-omni #4,707 opened Jun 25, 2026 · Python · 4,990 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

12 comments0 reactions1 assignee

Open

[RFC]: MOSS-TTS-Local-v1.5 Serving Optimization

RFChelp wantedtts

vllm-project/vllm-omni #4,676 opened Jun 24, 2026 · Python · 4,990 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

9 comments4 reactions1 assignee

Open

[New Model]: DreamX-World

diffusionhelp wantedhigh prioritynew modelworld model

vllm-project/vllm-omni #4,570 opened Jun 19, 2026 · Python · 4,990 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

2 comments0 reactions1 assignee

Open

[RFC]: Unify example model usage — migrate all special-usage examples to standard task examples + declarative model_extras

criticalgood first issuehelp wantedhigh priority

vllm-project/vllm-omni #4,539 opened Jun 18, 2026 · Python · 4,990 stars

Why recommendedNo comments yet · Has a beginner-friendly label

No comments yetHas a beginner-friendly labelContributing guide available

0 comments1 reaction1 assignee

Open

[RFC/Bug] Improve diffusion worker/engine control-plane reliability and output contracts

bughelp wantedhigh priority

vllm-project/vllm-omni #4,400 opened Jun 13, 2026 · Python · 4,990 stars

Why recommendedNo assignee yet · Has a beginner-friendly label

No assignee yetHas a beginner-friendly labelContributing guide available

3 comments0 reactions0 assignees

Open

[Performance]: Per-request Python preprocess loop dominates decode step time at high concurrency (8.5 ms of a 10.9 ms step at 32 requests) — also a frame-cadence blocker for realtime/duplex

help wantedhigh priority

vllm-project/vllm-omni #4,383 opened Jun 12, 2026 · Python · 4,990 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

6 comments1 reaction1 assignee

Open

[RFC]: [Cosmos3 optimization] Feature Support, Quantilization, Hardware Recipes, and Scenario Optimization

Hardware Plugincriticaldiffusiongood first issuehelp wantedhigh priority

vllm-project/vllm-omni #4,340 opened Jun 11, 2026 · Python · 4,990 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

18 comments0 reactions7 assignees

Open

[New Model]: Audio-Omni

diffusiongood first issuehelp wantednew modeltts

vllm-project/vllm-omni #4,307 opened Jun 10, 2026 · Python · 4,990 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

2 comments0 reactions1 assignee

Open

[New Model]: Baidu NAVA video

good first issuehelp wantednew model

vllm-project/vllm-omni #4,234 opened Jun 7, 2026 · Python · 4,990 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

4 comments0 reactions2 assignees

Open

[CI/Test] Add Fish Speech TTS e2e test (no e2e coverage in any pipeline tier)

good first issuetts

vllm-project/vllm-omni #4,226 opened Jun 7, 2026 · Python · 4,990 stars

Why recommendedNo assignee yet · Has a beginner-friendly label

No assignee yetHas a beginner-friendly labelContributing guide available

1 comment0 reactions0 assignees

Open

[New Model]: dots.tts (rednote-hilab) — continuous-AR 48kHz zero-shot voice cloning

good first issuehelp wantednew modeltts

vllm-project/vllm-omni #4,218 opened Jun 6, 2026 · Python · 4,990 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

6 comments0 reactions1 assignee

Open

[New Model]: Support Loading Original (Non-Diffusers) PAI/Wan2.2-VACE-Fun-A14B Checkpoint

good first issuehelp wantednew model

vllm-project/vllm-omni #4,206 opened Jun 6, 2026 · Python · 4,990 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

2 comments0 reactions2 assignees

Open

[RFC]: Add JoyAI-Echo (LTX-2.3-derived multi-shot T2V+Audio)

good first issuehelp wantednew model

vllm-project/vllm-omni #4,193 opened Jun 5, 2026 · Python · 4,990 stars

Why recommendedNo assignee yet · Has a beginner-friendly label

No assignee yetHas a beginner-friendly labelContributing guide available

2 comments1 reaction0 assignees

Open

[Perf]: Voxcpm2 performance improvement

good first issuehelp wanted

vllm-project/vllm-omni #4,176 opened Jun 5, 2026 · Python · 4,990 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

13 comments1 reaction4 assignees

Stars: (4,990 stars)
Forks: (1,067 forks)
Indexed issues: (119 indexed issues)
open beginner issues: (0 open beginner issues)
Latest indexed: Jul 16, 2026
Last GitHub push: Jun 8, 2026
License: Apache License 2.0
Contributing guide: Contributing guide
Code of conduct: No code of conduct
Dominant language: Python
PR merge metrics: (PR metrics pending)
Beginner labels: No beginner labels indexed

Issues

118 open indexed issues

RSS Atom

Open

[Feature]: TeaCache support for Wan2.2 V2V / VACE pipeline

RFCdiffusionenhancementhelp wanted

vllm-project/vllm-omni #5,079 opened Jul 13, 2026 · Python · 4,990 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

1 comment0 reactions1 assignee

Open

[New Model]: Lingbot-World 2.0

help wantednew model

vllm-project/vllm-omni #4,990 opened Jul 9, 2026 · Python · 4,990 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

2 comments0 reactions1 assignee

Open

[LTX2.3][Feature] Missing official features

help wanted

vllm-project/vllm-omni #4,985 opened Jul 9, 2026 · Python · 4,990 stars

Why recommendedNo assignee yet · Has a beginner-friendly label

No assignee yetHas a beginner-friendly labelContributing guide available

2 comments0 reactions0 assignees

Open

[Feature]: Support for InternVL-U model

good first issuehelp wantednew model

vllm-project/vllm-omni #4,884 opened Jul 5, 2026 · Python · 4,990 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

4 comments0 reactions1 assignee

Open

[New Model]: Boogu-Image

help wantednew model

vllm-project/vllm-omni #4,812 opened Jul 1, 2026 · Python · 4,990 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

6 comments0 reactions1 assignee

Open

[RFC]: Ref-Target KV Cache for Video Diffusion Models

RFChelp wantedhigh priority

vllm-project/vllm-omni #4,710 opened Jun 25, 2026 · Python · 4,990 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

19 comments0 reactions3 assignees

Open

[RFC]: Data Parallelism for Video Generation Models in vLLM-Omni

RFCenhancementhelp wantedhigh priority

vllm-project/vllm-omni #4,707 opened Jun 25, 2026 · Python · 4,990 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

12 comments0 reactions1 assignee

Open

[RFC]: MOSS-TTS-Local-v1.5 Serving Optimization

RFChelp wantedtts

vllm-project/vllm-omni #4,676 opened Jun 24, 2026 · Python · 4,990 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

9 comments4 reactions1 assignee

Open

[New Model]: DreamX-World

diffusionhelp wantedhigh prioritynew modelworld model

vllm-project/vllm-omni #4,570 opened Jun 19, 2026 · Python · 4,990 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

2 comments0 reactions1 assignee

Open

[RFC]: Unify example model usage — migrate all special-usage examples to standard task examples + declarative model_extras

criticalgood first issuehelp wantedhigh priority

vllm-project/vllm-omni #4,539 opened Jun 18, 2026 · Python · 4,990 stars

Why recommendedNo comments yet · Has a beginner-friendly label

No comments yetHas a beginner-friendly labelContributing guide available

0 comments1 reaction1 assignee

Open

[RFC/Bug] Improve diffusion worker/engine control-plane reliability and output contracts

bughelp wantedhigh priority

vllm-project/vllm-omni #4,400 opened Jun 13, 2026 · Python · 4,990 stars

Why recommendedNo assignee yet · Has a beginner-friendly label

No assignee yetHas a beginner-friendly labelContributing guide available

3 comments0 reactions0 assignees

Open

[Performance]: Per-request Python preprocess loop dominates decode step time at high concurrency (8.5 ms of a 10.9 ms step at 32 requests) — also a frame-cadence blocker for realtime/duplex

help wantedhigh priority

vllm-project/vllm-omni #4,383 opened Jun 12, 2026 · Python · 4,990 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

6 comments1 reaction1 assignee

Open

[RFC]: [Cosmos3 optimization] Feature Support, Quantilization, Hardware Recipes, and Scenario Optimization

Hardware Plugincriticaldiffusiongood first issuehelp wantedhigh priority

vllm-project/vllm-omni #4,340 opened Jun 11, 2026 · Python · 4,990 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

18 comments0 reactions7 assignees

Open

[New Model]: Audio-Omni

diffusiongood first issuehelp wantednew modeltts

vllm-project/vllm-omni #4,307 opened Jun 10, 2026 · Python · 4,990 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

2 comments0 reactions1 assignee

Open

[New Model]: Baidu NAVA video

good first issuehelp wantednew model

vllm-project/vllm-omni #4,234 opened Jun 7, 2026 · Python · 4,990 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

4 comments0 reactions2 assignees

Open

[CI/Test] Add Fish Speech TTS e2e test (no e2e coverage in any pipeline tier)

good first issuetts

vllm-project/vllm-omni #4,226 opened Jun 7, 2026 · Python · 4,990 stars

Why recommendedNo assignee yet · Has a beginner-friendly label

No assignee yetHas a beginner-friendly labelContributing guide available

1 comment0 reactions0 assignees

Open

[New Model]: dots.tts (rednote-hilab) — continuous-AR 48kHz zero-shot voice cloning

good first issuehelp wantednew modeltts

vllm-project/vllm-omni #4,218 opened Jun 6, 2026 · Python · 4,990 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

6 comments0 reactions1 assignee

Open

[New Model]: Support Loading Original (Non-Diffusers) PAI/Wan2.2-VACE-Fun-A14B Checkpoint

good first issuehelp wantednew model

vllm-project/vllm-omni #4,206 opened Jun 6, 2026 · Python · 4,990 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

2 comments0 reactions2 assignees

Open

[RFC]: Add JoyAI-Echo (LTX-2.3-derived multi-shot T2V+Audio)

good first issuehelp wantednew model

vllm-project/vllm-omni #4,193 opened Jun 5, 2026 · Python · 4,990 stars

Why recommendedNo assignee yet · Has a beginner-friendly label

No assignee yetHas a beginner-friendly labelContributing guide available

2 comments1 reaction0 assignees

Open

[Perf]: Voxcpm2 performance improvement

good first issuehelp wanted

vllm-project/vllm-omni #4,176 opened Jun 5, 2026 · Python · 4,990 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

13 comments1 reaction4 assignees

vllm-project/vllm-omni

Issues

vllm-project/vllm-omni

Issues

Get fresh easy issues in your inbox.

vllm-project/vllm-omni

Issues