Explore live open-source projects and AI models.

RAG is becoming the standard to customize the output of LLMs for domain specific applications with data. Learn how to build RAG applications from scratch.

Oh, this is for learning orchestration and for gluing together specialist agents, not for building LLMs-with-tools from scratch

A minimal Vision Language Model (VLM) implementation built from scratch in PyTorch, extending LLM capabilities with visual understanding. Features cross-modal attention, vision encoder, and complete training pipeline.

Building a Large Language Model (From Scratch) to understand and create your own GPT-like large language models (LLMs) from the ground up.

AI Community Tutorial, including: LoRA/Qlora LLM fine-tuning, Training GPT-2 from scratch, Generative Model Architecture, Content safety and control implementation, Model distillation techniques, Dreambooth techniques, Transfer learning, etc for practice with real project!

LLM from scratch: Basic AI, Pytorch, Neural Network, Sequence Model, and LLMs

Collaborative course building Large Language Models from scratch

Learn Retrieval-Augmented Generation (RAG) from Scratch using LLMs from Hugging Face and Langchain or Python

Learn LLM from scratch

🌱 Toprak — Sıfırdan eğitilen, tamamen özgün açık kaynak Türkçe büyük dil modeli. From-scratch Turkish LLM built with PyTorch on Apple Silicon.