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Everything tagged #huggingface

2 articles, newest first.

EngineeringDec 25, 2024 · 2 min read

Running Google's Gemma Through Hugging Face

Gemma is capable and open source. Hugging Face is what makes getting to it straightforward.

002 min read
Running Google's Gemma Through Hugging Face
ExperimentsDec 18, 2024 · 3 min read

Fine-Tuning Large Language Models: PEFT, LoRA, and QLoRA in Practice

Full parameter training requires clusters of H100s. Parameter-Efficient Fine-Tuning (PEFT) with low-rank matrix decomposition brings specialized adaptation to a single GPU.

003 min read
Fine-Tuning Large Language Models: PEFT, LoRA, and QLoRA in Practice