Dev.to
7/7/2026

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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