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Qwen3-VL hits Vulkan inference friction
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REDDIT · REDDIT// 7h agoINFRASTRUCTURE

Qwen3-VL hits Vulkan inference friction

A LocalLLaMA user reports empty image descriptions when running Qwen3-VL and Qwen2.5-VL through a Vulkan-compiled llama.cpp build. The thread points to the still-fragile state of local multimodal inference, where matching GGUF and mmproj files, fresh llama.cpp builds, and backend-specific vision support all matter.

// ANALYSIS

Qwen3-VL may be broadly supported in llama.cpp now, but “supported” still does not mean painless across every GPU backend.

  • Vulkan remains a rougher path than CUDA or Metal for multimodal workloads, especially on edge cases involving vision encoders.
  • Empty captions usually suggest the vision side is not actually being wired in, often because the mmproj file is missing, mismatched, or not loaded correctly.
  • Qwen2.5-VL failing too makes this look less like a single-model issue and more like a local setup, prompt format, or backend support problem.
  • For developers, the practical test is simple: verify the same model and mmproj on CPU or CUDA first, then isolate Vulkan-specific failures.
// TAGS
qwen3-vlqwen2.5-vlllama.cppmultimodalinferencegpuopen-weights

DISCOVERED

7h ago

2026-04-22

PUBLISHED

10h ago

2026-04-22

RELEVANCE

7/ 10

AUTHOR

WorldlinessTime634