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Elio Van Puyvelde and Kian Mohadjerin
2025-01-31A First Look at Paiton in Action: Deepseek R1 Distill Llama 3.1 8B
Discover how our optimized Deepseek R1 Distill Llama 3.1 8B model outperforms the stock model on the AMD MI300X. We compare throughput, latency, and real-world impact, showing why Paiton’s architecture-centric approach excels under high concurrency and diverse batch sizes.
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Elio Van Puyvelde and Kian Mohadjerin2025-01-30AI Model Optimization with Paiton
In the fast-paced world of artificial intelligence, model efficiency and performance are paramount. At ElioVP, we’re redefining what’s possible by delivering unparalleled optimization solutions for AI models with Paiton. By compiling the model’s architecture and leveraging our custom-written kernels, Paiton enables faster inference and reduced resource consumption on AMD GPUs.
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