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TensorSharp Engine Tests: Doubling Speed and Beating llama.cpp
Open-source engine TensorSharp recently showcased its capabilities, doubling DeepSeek's inference speed and outperforming llama.cpp in subsequent benchmark tests.
2026-08-01 ~ 2026-08-14 · 2 episodes · 6 posts
Episode 1 · TensorSharp Engine Doubles DeepSeek Inference Speed (2026-08-01, 4 posts)
The open-source inference engine TensorSharp has rolled out multi-GPU support and DSpark speculative decoding. Benchmarks show it outperforms llama.cpp and doubles the inference speed of the DeepSeek-V4-Flash model on 4 NVIDIA A40 GPUs.
- TensorSharp Beats llama.cpp in DeepSeek V4 Flash Inference Benchmark — fuzhongkai · 2026-08-01
- TensorSharp Beats llama.cpp in DeepSeek V4 Flash Multi-GPU Prefill Benchmark — fuzhongkai · 2026-08-01
- TensorSharp Benchmark: Speculative Decoding Doubles DeepSeek Speed — fuzhongkai · 2026-08-03
- TensorSharp Engine Boosts DeepSeek Inference by 2x with DSpark — fuzhongkai · 2026-08-03
Episode 2 · TensorSharp Outperforms llama.cpp in Local Inference Benchmarks (2026-08-14, 2 posts)
Developers benchmarked the open-source inference engine TensorSharp against llama.cpp using NVIDIA RTX PRO 6000 Blackwell GPUs. Results show that TensorSharp outperforms llama.cpp in multiple metrics when running Meta's Muse Glimmer 30B locally.
- TensorSharp vs. llama.cpp: New Open-Source Inference Engine Shows Strong Local Performance — fuzhongkai · 2026-08-14
- TensorSharp vs. llama.cpp: Benchmarking Muse Glimmer 30B Locally — fuzhongkai · 2026-08-14