Conf42 Machine Learning 2025 - Online

- premiere 5PM GMT

Aggressive LLMs Optimization: Making Them Work on Tiny Devices

Abstract

Discover how to shrink GPT‑2 for ultra‑weak hardware without sacrificing performance! We reveal how pruning, quantization, and fine‑tuning can unlock big large language model (LLM) power in tiny form.

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Max Navrotsky

Senior Software Engineer @ VGS

Max Navrotsky's LinkedIn account Max Navrotsky's twitter account



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