A technical guide on optimizing and scaling the fine-tuning of open-source large language models using Hugging Face tools in 2025.
A technical guide on fine-tuning and evaluating open-source Large Language Models (LLMs) using Amazon SageMaker and Hugging Face libraries.
A technical guide on fine-tuning Google's Gemma open LLMs using the ChatML format and Hugging Face's TRL library for efficient training on consumer GPUs.
A practical guide to fine-tuning open-source large language models (LLMs) using Hugging Face's TRL and Transformers libraries in 2024.
A technical guide on fine-tuning the Mistral 7B large language model using QLoRA and deploying it on Amazon SageMaker with Hugging Face tools.
A technical guide on fine-tuning the massive Falcon 180B language model using QLoRA and Flash Attention on Amazon SageMaker.
A technical guide on using QLoRA to efficiently fine-tune the Falcon 40B large language model on Amazon SageMaker.
