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[RFC]: Fix + Standardize DiT Config/Init Patterns

Status: Open.

#1456 In vllm-project/vllm-omni;

· alex-jw-brooks opened on Feb 24, 2026

[Design] FP8 KV Quantization for Diffusion Attention: Design Rationale & Open Questions

Status: Open.

#1454 In vllm-project/vllm-omni;

· lishunyang12 opened on Feb 24, 2026

[Bug]: Qwen2.5-Omni，when set load_format:dummy，after send request, an error "'Qwen2_5OmniForConditionalGeneration' object has no attribute 'embed_text_spk_tokens'" is reported

bugSomething isn't workingSomething isn't working

Status: Open.

#1453 In vllm-project/vllm-omni;

· yenuo26 opened on Feb 24, 2026

[Bug]: Qwen3-omni, input(video+image+audio+text), output(text+audio), after sending requests with concurrency 5, an error "shape mismatch" is reported.

bugSomething isn't workingSomething isn't working

Status: Open.

#1447 In vllm-project/vllm-omni;

· yenuo26 opened on Feb 24, 2026

[Bug]: No module named 'vllm.entrypoints.anthropic.serving_messages'

Status: Open.

#1446 In vllm-project/vllm-omni;

· timtimyim opened on Feb 24, 2026

[New Model]: bitdance

good first issueGood for newcomersGood for newcomers

help wantedExtra attention is neededExtra attention is needed

new modeladd new modeladd new model

Status: Open.

#1444 In vllm-project/vllm-omni;

· hsliuustc0106 opened on Feb 24, 2026

[Bug]: OmniModelConfig mismatch with vllm main [not yet in released vllm 0.16.0]

bugSomething isn't workingSomething isn't working

Status: Open.

#1440 In vllm-project/vllm-omni;

· divyanshsinghvi opened on Feb 23, 2026

[Bug]: LoRA Scales do Not Update Correctly

bugSomething isn't workingSomething isn't working

Status: Open.

#1420 In vllm-project/vllm-omni;

· alex-jw-brooks opened on Feb 21, 2026

[RFC]: vLLM-Omni Multi-Stage CFG Support

enhancementNew feature or requestNew feature or request

help wantedExtra attention is neededExtra attention is needed

high priorityhigh priority issue, needs to be done asaphigh priority issue, needs to be done asap

Status: Open.

#1419 In vllm-project/vllm-omni;

· princepride opened on Feb 21, 2026

[Bug]: The offline Qwen3-TTS generates the same output audios

bugSomething isn't workingSomething isn't working

Status: Open.

#1411 In vllm-project/vllm-omni;

· RomanKoshkin opened on Feb 20, 2026

[Feature]: Support AIbrix/PrisKV Connector for inter-stage data transfer

Status: Open.

#1404 In vllm-project/vllm-omni;

· Jeffwan opened on Feb 19, 2026

[Bug]: Qwen3TTSModelForGeneration RuntimeError: Worker failed with error 'Invalid task type: voicedesign'

bugSomething isn't workingSomething isn't working

Status: Open.

#1403 In vllm-project/vllm-omni;

· etiennedv-mathu opened on Feb 19, 2026