rasbt / LLMs-from-scratch
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
☆26,767Updated this week
Related projects: ⓘ
- Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.☆37,120Updated last month
- llama3 implementation one matrix multiplication at a time☆13,085Updated 3 months ago
- LLM101n: Let's build a Storyteller☆28,302Updated last month
- Awesome-LLM: a curated list of Large Language Model☆17,413Updated this week
- The official Meta Llama 3 GitHub site☆26,122Updated last month
- The simplest, fastest repository for training/finetuning medium-sized GPTs.☆36,216Updated last month
- Convert PDF to markdown quickly with high accuracy☆16,438Updated last week
- 20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.☆9,780Updated this week
- LLM training in simple, raw C/CUDA☆23,287Updated this week
- Finetune Llama 3.1, Mistral, Phi & Gemma LLMs 2-5x faster with 80% less memory☆15,611Updated this week
- A programming framework for agentic AI 🤖☆30,821Updated this week
- Machine Learning Engineering Open Book☆10,986Updated this week
- The Memory layer for your AI apps☆21,765Updated this week
- Efficiently Fine-Tune 100+ LLMs in WebUI (ACL 2024)☆30,812Updated this week
- 🦜🔗 Build context-aware reasoning applications☆92,335Updated this week
- LlamaIndex is a data framework for your LLM applications☆35,450Updated this week
- 🐙 Guides, papers, lecture, notebooks and resources for prompt engineering☆47,705Updated last week
- A modular graph-based Retrieval-Augmented Generation (RAG) system☆17,179Updated this week
- 🙌 OpenHands: Code Less, Make More☆31,325Updated this week
- A high-throughput and memory-efficient inference and serving engine for LLMs☆26,822Updated this week
- Inference code for Llama models☆55,482Updated last month
- Open-Sora: Democratizing Efficient Video Production for All☆21,609Updated last month
- Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!☆32,206Updated this week
- A natural language interface for computers☆52,216Updated this week
- Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datase…☆11,582Updated last week
- Get up and running with Llama 3.1, Mistral, Gemma 2, and other large language models.☆89,278Updated this week
- LLM inference in C/C++☆64,973Updated this week
- LLM based autonomous agent that does online comprehensive research on any given topic☆14,029Updated this week
- Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, m…☆45,596Updated this week
- The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, and more.☆22,534Updated this week