karpathy / minGPTLinks
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
☆23,341Updated last year
Alternatives and similar repositories for minGPT
Users that are interested in minGPT are comparing it to the libraries listed below
Sorting:
- The simplest, fastest repository for training/finetuning medium-sized GPTs.☆52,229Updated 2 months ago
- A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API☆14,398Updated last year
- Train transformer language models with reinforcement learning.☆17,115Updated this week
- An autoregressive character-level language model for making more things☆3,605Updated last year
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.☆41,403Updated this week
- Facebook AI Research Sequence-to-Sequence Toolkit written in Python.☆32,111Updated 3 months ago
- Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.☆10,272Updated last year
- Inference Llama 2 in one file of pure C☆19,121Updated last year
- An implementation of model parallel GPT-2 and GPT-3-style models using the mesh-tensorflow library.☆8,288Updated 3 years ago
- LLM training in simple, raw C/CUDA☆28,658Updated 7 months ago
- Fast and memory-efficient exact attention☆21,773Updated this week
- Unsupervised text tokenizer for Neural Network-based text generation.☆11,600Updated this week
- Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Ad…☆6,093Updated 6 months ago
- 🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (i…☆9,461Updated last week
- ☆4,482Updated last year
- Development repository for the Triton language and compiler☆18,237Updated this week
- Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities☆21,969Updated last week
- An implementation of model parallel autoregressive transformers on GPUs, based on the Megatron and DeepSpeed libraries☆7,371Updated last month
- Making large AI models cheaper, faster and more accessible☆41,329Updated last week
- QLoRA: Efficient Finetuning of Quantized LLMs☆10,822Updated last year
- tiktoken is a fast BPE tokeniser for use with OpenAI's models.☆17,066Updated 3 months ago
- A concise but complete full-attention transformer with a set of promising experimental features from various papers☆5,792Updated 2 weeks ago
- Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"☆13,199Updated last year
- A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Auto…☆16,601Updated this week
- You like pytorch? You like micrograd? You love tinygrad! ❤️☆31,181Updated last week
- Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)☆9,358Updated 3 weeks ago
- Tensor library for machine learning☆13,874Updated 2 weeks ago
- Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more☆34,660Updated this week
- RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable)…☆14,318Updated last week
- llama3 implementation one matrix multiplication at a time☆15,242Updated last year