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Dev.to
7/7/2026
TensorSharp supports Vulkan backend

TensorSharp supports Vulkan backend

Short summary

TensorSharp released initial Vulkan backend support, enabling GPU acceleration on Nvidia and Intel hardware. Benchmark comparisons with llama.cpp show competitive-to-superior throughput on decode, prefill, and time-to-first-token. The open-source LLM inference engine supports Unsloth models, multi-modal features, and OpenAI-compatible API; AMD GPU testing requested.

  • Vulkan backend now available for GPU acceleration on Nvidia and Intel GPUs
  • Benchmarks show competitive or superior performance vs llama.cpp across multiple metrics
  • Open-source engine with multi-modal support and OpenAI-compatible API; needs AMD testing

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