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Sohu Tech Products
Sohu Tech Products
Mar 6, 2024 · Mobile Development

On‑Device Deployment of Large Language Models Using Sohu’s Hybrid AI Engine and GPT‑2

The article outlines how Sohu’s Hybrid AI Engine enables on‑device deployment of a distilled GPT‑2 model by converting it to TensorFlow Lite, detailing the setup, customization with Keras, inference workflow, and core SDK calls, and argues that this approach offers fast, private, and cost‑effective AI for mobile devices despite typical LLM constraints.

GPT-2Hybrid AIKeras
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On‑Device Deployment of Large Language Models Using Sohu’s Hybrid AI Engine and GPT‑2