awesome-llms-fine-tuning

Developing Apps ...

Advanced Deep Learning with Python [Book]

A comprehensive blog on fine-tuning LLMs like GPT-4 & BERT, providing insights, trends, and benefits. 🚀

Demonstrating how to fine-tune Google PaLM 2, the most advanced LLM from Google, using Scikit-LLM. 📈

PPT - A presentation introducing Generative AI and LLMs, including their usage in specific applications.

PPT - A presentation highlighting the use of Transformer Models in Conversational AI applications.

PPT - A presentation that provides insights on how to build and deploy LLM models using Hugging Face NLP.

Go behind the scenes to learn from industry leaders about how they are implementing deep learning in real-world scenarios. Gain insights into the machine learning industry and stay updated with the latest trends.

Dive into the world of AI engineering, covering topics like code generation, computer vision, data science, and the latest advancements in AI UX.

Podcast on Spotify: Audio version of the posts shared in the LessWrong Curated newsletter.

Tech talks on best practices in GenAI applications and using LLMs for real-time, personalized notifications.

A tech talk on effective LLM observability and fine-tuning opportunities using vector similarity search.

Halloween Edition

Introduce H2O LLM Studio for fine-tuning LLMs and bring together AI enthusiasts from various backgrounds.

A meetup focusing on applied machine learning techniques and improving the skills of data scientists and ML practitioners.

Maya Akim discusses the top 5 LLM fine-tuning use cases you need to know.

Learn about building and curating datasets for RLHF (Reinforcement Learning from Human Feedback) and LLM (Large Language Model) fine-tuning, with sponsorship by Argilla.

Learn how to fine-tune Llama 2 on your own dataset and train an LLM for your specific use case.

A walkthrough of fine-tuning LLM with QLoRA on a single GPU using Falcon-7b.

Introduction to Large Language ...: Discover how to fine-tune an LLM using PEFT, a technique that requires fewer resources.

Train an LLM for Your ...: Learn how to fine-tune Llama 2 model on a custom dataset.