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 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 fine-tuning LLaMA 2 models (7B to 70B) using QLoRA and PEFT on Amazon SageMaker for efficient large language model adaptation.
A technical guide on using QLoRA to efficiently fine-tune the Falcon 40B large language model on Amazon SageMaker.
