karpathy / LLM101n
LLM101n: Let's build a Storyteller
☆28,302Updated last month
Related projects: ⓘ
- Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step☆26,767Updated this week
- 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
- LLM training in simple, raw C/CUDA☆23,287Updated this week
- The simplest, fastest repository for training/finetuning medium-sized GPTs.☆36,216Updated 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
- DSPy: The framework for programming—not prompting—foundation models☆16,773Updated this week
- The Memory layer for your AI apps☆21,765Updated this week
- A modular graph-based Retrieval-Augmented Generation (RAG) system☆17,179Updated this week
- Finetune Llama 3.1, Mistral, Phi & Gemma LLMs 2-5x faster with 80% less memory☆15,611Updated this week
- Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.☆9,031Updated 2 months ago
- 🦜🔗 Build context-aware reasoning applications☆92,335Updated this week
- 20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.☆9,780Updated this week
- LlamaIndex is a data framework for your LLM applications☆35,450Updated this week
- A programming framework for agentic AI 🤖☆30,821Updated this week
- Inference Llama 2 in one file of pure C☆17,153Updated last month
- A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training☆19,845Updated last month
- Machine Learning Engineering Open Book☆10,986Updated this week
- A high-throughput and memory-efficient inference and serving engine for LLMs☆26,822Updated this week
- 🐙 Guides, papers, lecture, notebooks and resources for prompt engineering☆47,705Updated last week
- Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!☆32,206Updated this week
- LLM based autonomous agent that does online comprehensive research on any given topic☆14,029Updated this week
- Convert PDF to markdown quickly with high accuracy☆16,438Updated last 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
- Inference code for Llama models☆55,482Updated last month
- Efficiently Fine-Tune 100+ LLMs in WebUI (ACL 2024)☆30,812Updated this week
- MLX: An array framework for Apple silicon☆16,445Updated this week
- LLM inference in C/C++☆64,973Updated this week
- RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.☆17,176Updated this week