Learning

Here are some great learning resources and guides on running LLMs locally, fine-tuning LLMs, and reinforcement learning from human feedback.

Core Concepts

Transformers

Large Language Models

Agents

Running Language Models Locally

LM Studio Quickstart

How to run your own LLM

Fine Tuning LLMs

Fine-tune a pretrained model (Hugging Face)

Analytics Vidhya on Fine Tuning LLMs

Reinforcement Learning from Human Feedback

RLHF by Chip Huyen

Illustrating RLHF

Foundations

Open Source Education in Computer Science

Intro to Math and Stats Programming for DS, ML, and AI