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Accelerating LLMs with TornadoVM: From GPU Kernels to Model Inference

airhacks.fm podcast with adam bien

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Java and Low-Cost Language Model Inference

This chapter explores the advantages of using Java for low-cost inference of language models, emphasizing ease of setup with Lama 3 Java and the absence of external dependencies. It highlights the security benefits of managed solutions and discusses the integration of Large Language Models (LLMs) into enterprise projects. Additionally, the chapter delves into model distillation and the use of optimizations for smaller quantized models within a JVM environment.

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