Repository Issues
vllm-project/vllm-omni
A framework for efficient model inference with omni-modality models
Issues
Open
[Performance] Qwen-Image双卡配置下单张图片生成时间未优化 - TP2/DP2/PP2性能问题
NPUgood first issuehelp wanted
No assignee yetHas a beginner-friendly labelContributing guide available
2 comments0 reactions0 assignees
Open
[RFC]: Kernel Optimization for Diffusion DiT and MoE LLM
good first issuehelp wanted
Why recommendedHas a beginner-friendly label · Contributing guide available
Has a beginner-friendly labelContributing guide available
23 comments1 reaction1 assignee
Open
[RFC]: LingBot-World-Fast — Interactive video world model port
help wantednew model
Why recommendedHas a beginner-friendly label · Contributing guide available
Has a beginner-friendly labelContributing guide available
7 comments0 reactions3 assignees
Open
[RFC]: [UX][Metrics] Improve vLLM-Omni Metrics UX
good first issuehelp wantedhigh priority
Why recommendedHas a beginner-friendly label · Contributing guide available
Has a beginner-friendly labelContributing guide available
5 comments0 reactions2 assignees
Open
[RFC] Sentinel-default precedence for stage engine args
help wantedhigh priority
Why recommendedHas a beginner-friendly label · Contributing guide available
Has a beginner-friendly labelContributing guide available
2 comments1 reaction1 assignee
Open
[RFC]: Mooncake and vLLM-Omni Collaboration Roadmap
help wantedhigh priority
Why recommendedHas a beginner-friendly label · Contributing guide available
Has a beginner-friendly labelContributing guide available
6 comments3 reactions2 assignees
Open
[RFC]: Support NVIDIA Alpamayo 1.5 (Reasoning VLA for Autonomous Driving) in vLLM-Omni
help wantedworld model
Why recommendedHas a beginner-friendly label · Contributing guide available
Has a beginner-friendly labelContributing guide available
12 comments0 reactions1 assignee
Open
[RFC]: GLM-Image Performance Optimization
NPUgood first issuehelp wantedhigh priority
Why recommendedHas a beginner-friendly label · Contributing guide available
Has a beginner-friendly labelContributing guide available
12 comments0 reactions2 assignees
Open
[RFC]: Benchmark Layout Reorganization
diffusionhelp wantedhigh prioritytts
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available
3 comments0 reactions0 assignees
Open
[RFC]: Support 3D World Model (VGGT, etc.)
help wantednew model
Why recommendedHas a beginner-friendly label · Contributing guide available
Has a beginner-friendly labelContributing guide available
6 comments10 reactions2 assignees
Open
[RFC]: NVIDIA ModelOpt Quantized Diffusion & Video Model Deployment in vLLM-OMNI
good first issuehelp wanted
Why recommendedHas a beginner-friendly label · Contributing guide available
Has a beginner-friendly labelContributing guide available
3 comments0 reactions2 assignees
Open
[RFC]: Decouple vllm-omni GGUF quantization from upstream vllm#39583
good first issuehelp wanted
Why recommendedHas a beginner-friendly label · Contributing guide available
Has a beginner-friendly labelContributing guide available
3 comments0 reactions2 assignees
Open
[New Model]: OmniWeaving
good first issuehelp wantednew model
Why recommendedHas a beginner-friendly label · Contributing guide available
Has a beginner-friendly labelContributing guide available
3 comments0 reactions1 assignee
Open
[Good First Issue]: Add vendor-organized community recipes for “run model X on hardware Y for task Z” in vLLM-Omni
good first issuehelp wantedhigh priority
Why recommendedHas a beginner-friendly label · Contributing guide available
Has a beginner-friendly labelContributing guide available
60 comments4 reactions9 assignees
Open
[RFC]: Support Wan-AI/Wan2.2-S2V-14B in vllm-omni
good first issuehelp wantednew model
Why recommendedHas a beginner-friendly label · Contributing guide available
Has a beginner-friendly labelContributing guide available
3 comments0 reactions2 assignees
Open
[New Model]: Ovi 1.1
good first issuehelp wantednew model
Why recommendedHas a beginner-friendly label · Contributing guide available
Has a beginner-friendly labelContributing guide available
8 comments0 reactions2 assignees
Open
[RFC]: vLLM-Omni XPU 2026 Q2 Roadmap
Hardware Pluginhelp wantedroadmap
Why recommendedHas a beginner-friendly label · Contributing guide available
Has a beginner-friendly labelContributing guide available
4 comments5 reactions1 assignee
Open
[New Model]: LongCat-AudioDiT (Meituan) — Waveform Latent Space Diffusion TTS
good first issuehelp wantednew modeltts
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available
6 comments0 reactions0 assignees
Open
[RFC]: Continuous Quantization Support for NPU
NPUdiffusiongood first issuehelp wantedhigh priority
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available
1 comment0 reactions0 assignees
Open
Why recommendedHas a beginner-friendly label · Contributing guide available
Has a beginner-friendly labelContributing guide available
2 comments1 reaction2 assignees