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LLaMA-Factory

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Tencent Cloud Developer
Tencent Cloud Developer
Mar 11, 2025 · Artificial Intelligence

Fine‑Tuning Local LLaMA‑Factory Models and Building Networked AI Applications

The article walks through preparing a GPU‑enabled environment, downloading and LoRA‑fine‑tuning a DeepSeek model with LLaMA‑Factory, merging the adapter, then wrapping the model in a web UI that queries a ChromaDB vector store via crawled web data, illustrating security‑focused use cases and forecasting domain‑specific LLM adoption.

AILLMLLaMA-Factory
0 likes · 17 min read
Fine‑Tuning Local LLaMA‑Factory Models and Building Networked AI Applications
DataFunSummit
DataFunSummit
Jan 6, 2025 · Artificial Intelligence

Efficient Large‑Model Training with LLaMA‑Factory: Overview, Techniques, and Applications

This article explains how to train large language models efficiently using LLaMA‑Factory, covering low‑resource training challenges, memory‑saving optimizations for parameters, gradients and activations, framework features, quick‑start guidance, performance tuning, real‑world case studies, and a detailed Q&A.

AIDeepSpeedLLaMA-Factory
0 likes · 10 min read
Efficient Large‑Model Training with LLaMA‑Factory: Overview, Techniques, and Applications