TensorSharp adds Vulkan backend support via GGML integration
TensorSharp, an open-source local LLM inference engine, has released an initial Vulkan backend by integrating the external GGML project, with a native Vulkan implementation planned for a later release. The update was driven by strong community demand for Vulkan support. The developer has verified functionality on an Nvidia GeForce RTX 3080 Laptop GPU and Intel UHD Graphics on Windows, but AMD GPU compatibility remains untested. Benchmarks comparing TensorSharp against llama.cpp on the Vulkan backend show competitive performance across decode throughput, prefill throughput, and time-to-first-token metrics. The project supports a wide range of models and is fully compatible with OpenAI and Ollama APIs, running on Windows, macOS, and Linux.
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