karpathy / nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
β40,626Updated 4 months ago
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) trainingβ21,717Updated 7 months ago
- π€ PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.β18,082Updated this week
- Instruct-tune LLaMA on consumer hardwareβ18,883Updated 8 months ago
- QLoRA: Efficient Finetuning of Quantized LLMsβ10,366Updated 10 months ago
- An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.β38,364Updated 2 weeks ago
- Code and documentation to train Stanford's Alpaca models, and generate the data.β29,932Updated 8 months ago
- Universal LLM Deployment Engine with ML Compilationβ20,355Updated last week
- Fast and memory-efficient exact attentionβ16,835Updated this week
- Inference code for Llama modelsβ58,078Updated 2 months ago
- Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"β11,699Updated 3 months ago
- tiktoken is a fast BPE tokeniser for use with OpenAI's models.β14,111Updated 3 weeks ago
- Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalitiesβ21,052Updated last month
- Inference Llama 2 in one file of pure Cβ18,273Updated 8 months ago
- LlamaIndex is the leading framework for building LLM-powered agents over your data.β40,881Updated this week
- A high-throughput and memory-efficient inference and serving engine for LLMsβ44,418Updated this week
- OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamicalβ¦β37,290Updated 7 months ago
- Tensor library for machine learningβ12,272Updated this week
- OpenLLaMA, a permissively licensed open source reproduction of Meta AIβs LLaMA 7B trained on the RedPajama datasetβ7,472Updated last year
- LLM inference in C/C++β77,955Updated this week
- [NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.β22,171Updated 8 months ago
- A guidance language for controlling large language models.β20,017Updated this week
- Open-sourced codes for MiniGPT-4 and MiniGPT-v2 (https://minigpt-4.github.io, https://minigpt-v2.github.io/)β25,640Updated 7 months ago
- RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable)β¦β13,504Updated last week
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.β37,834Updated this week
- π¦π Build context-aware reasoning applicationsβ105,331Updated this week
- Making large AI models cheaper, faster and more accessibleβ40,766Updated this week
- Large Language Model Text Generation Inferenceβ9,992Updated this week
- β21,336Updated 5 months ago
- StableLM: Stability AI Language Modelsβ15,828Updated last year
- Train transformer language models with reinforcement learning.β13,166Updated this week