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Benchmarks and engineering notes from Fixstars on making AI run fast, from LLM inference on GPUs to embedded and edge AI deployment.
Benchmarks and engineering notes from Fixstars on making AI run fast, from LLM inference on GPUs to embedded and edge AI deployment.
![Day 1 Deployment of DeepSeek-V4-Pro-0813: 17,000 tok/s on Real Traffic, and the Top of a Three-Way Race [B300 x8 Benchmark]](https://blog.us.fixstars.com/wp-content/uploads/2026/08/4c7a0f20bc9bf0c4c7b8f52d-768x317.webp)
