karpathy / nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
☆38,486Updated last month
Alternatives and similar repositories for nanoGPT:
Users that are interested in nanoGPT are comparing it to the libraries listed below
- A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training☆20,810Updated 5 months ago
- Inference Llama 2 in one file of pure C☆17,858Updated 5 months ago
- Inference code for Llama models☆57,227Updated 4 months ago
- tiktoken is a fast BPE tokeniser for use with OpenAI's models.☆13,023Updated 3 months ago
- QLoRA: Efficient Finetuning of Quantized LLMs☆10,168Updated 7 months ago
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆16,978Updated this week
- A high-throughput and memory-efficient inference and serving engine for LLMs☆33,809Updated this week
- LlamaIndex is the leading framework for building LLM-powered agents over your data.☆38,057Updated this week
- Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!☆35,268Updated this week
- Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"☆11,119Updated last month
- RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable)…☆13,005Updated last week
- Code and documentation to train Stanford's Alpaca models, and generate the data.☆29,738Updated 6 months ago
- 20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.☆11,197Updated this week
- Instruct-tune LLaMA on consumer hardware☆18,758Updated 5 months ago
- LLM inference in C/C++☆70,826Updated this week
- Tensor library for machine learning☆11,541Updated this week
- Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities☆20,584Updated last week
- Universal LLM Deployment Engine with ML Compilation☆19,630Updated this week
- Official inference library for Mistral models☆9,857Updated 2 months ago
- Port of OpenAI's Whisper model in C/C++☆36,923Updated this week
- llama3 implementation one matrix multiplication at a time☆14,030Updated 7 months ago
- Train transformer language models with reinforcement learning.☆10,609Updated this week
- An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.☆37,496Updated this week
- Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We als…☆15,910Updated this week
- 🦜🔗 Build context-aware reasoning applications☆98,422Updated this week
- A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API☆10,914Updated 5 months ago
- Fast and memory-efficient exact attention☆15,064Updated this week
- ☆3,693Updated 11 months ago
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.☆36,255Updated this week
- Running large language models on a single GPU for throughput-oriented scenarios.☆9,254Updated 2 months ago