How to Fine-Tune an LLM on Intel® GPUs With Unsloth

Fine-tuning an LLM doesn’t have to require massive infrastructure. With Unsloth now supporting Intel® GPUs, developers can efficiently customize models like Llama 3 and Qwen across Intel Core Ultra–based AI PCs, Intel Arc graphics, and the Intel Data Center GPU Max Series.

This blog walks through key techniques like SFT, PEFT, and RLHF—and shows how Intel-optimized libraries such as oneDNN and Triton accelerate training while reducing memory use. Build faster, smarter, and more personalized AI—all within the Intel ecosystem.

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