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Accelerating LLMs with TornadoVM: From GPU Kernels to Model Inference

airhacks.fm podcast with adam bien

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Optimizing Java with TornadoVM

This chapter explores Tornado, a parallel framework that enhances Java data processing by leveraging hardware like GPUs and FPGAs. It covers Tornado's components, programming models, and practical applications, including its integration with large language models and big data projects. The discussion emphasizes performance optimization through parallelization techniques and advanced tensor management, particularly in the context of the Llama3 model.

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