Customize Gemma with Hugging Face Transformers

From the creator

This guide walks you through how to fine-tune Gemma on a custom text-to-sql dataset using Hugging Face Transformers and TRL. Chapters: 00:00 - Introduction 00:34- What is Quantized Low-Rank Adaptation (QLoRA) 1:08 - Setup development environment 2:06 - Create and prepare the fine-tuning dataset 4:32 - Fine-tune Gemma using TRL and the SFTTrainer Resources: Fine-Tune Gemma using Hugging Face Transformers and QloRA → https://goo.gle/4jVpjjj Subscribe to Google for Developers → https://goo.gle/developers Speaker: Philipp Schmid Products mentioned: Gemma

Published 2025-04-30 · Watch on YouTube ↗
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