microsoft / torchscale
Foundation Architecture for (M)LLMs
☆3,063Updated 11 months ago
Alternatives and similar repositories for torchscale:
Users that are interested in torchscale are comparing it to the libraries listed below
- An open-source framework for training large multimodal models.☆3,845Updated 6 months ago
- A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)☆4,601Updated last year
- 🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (i…☆8,476Updated this week
- Accessible large language models via k-bit quantization for PyTorch.☆6,793Updated this week
- Transformer related optimization, including BERT, GPT☆6,084Updated 11 months ago
- PyTorch extensions for high performance and large scale training.☆3,278Updated 2 months ago
- A Unified Library for Parameter-Efficient and Modular Transfer Learning☆2,667Updated last week
- TorchMultimodal is a PyTorch library for training state-of-the-art multimodal multi-task models at scale.☆1,553Updated last week
- A fast MoE impl for PyTorch☆1,671Updated last month
- ☆2,765Updated last week
- Official codebase used to develop Vision Transformer, SigLIP, MLP-Mixer, LiT and more.☆2,723Updated last week
- Hackable and optimized Transformers building blocks, supporting a composable construction.☆9,187Updated this week
- An implementation of "Retentive Network: A Successor to Transformer for Large Language Models"☆1,177Updated last year
- Cramming the training of a (BERT-type) language model into limited compute.☆1,322Updated 9 months ago
- The hub for EleutherAI's work on interpretability and learning dynamics☆2,413Updated this week
- 🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch☆2,103Updated 3 months ago
- General technology for enabling AI capabilities w/ LLMs and MLLMs☆3,888Updated this week
- [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters☆5,832Updated last year
- A modular RL library to fine-tune language models to human preferences☆2,288Updated last year
- Implementation of 🦩 Flamingo, state-of-the-art few-shot visual question answering attention net out of Deepmind, in Pytorch☆1,235Updated 2 years ago
- Official codebase for I-JEPA, the Image-based Joint-Embedding Predictive Architecture. First outlined in the CVPR paper, "Self-supervised…☆2,930Updated 10 months ago
- Kernl lets you run PyTorch transformer models several times faster on GPU with a single line of code, and is designed to be easily hackab…☆1,559Updated last year
- The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”☆953Updated last year
- An Open-source Toolkit for LLM Development☆2,762Updated 2 months ago
- [NeurIPS 2023] MeZO: Fine-Tuning Language Models with Just Forward Passes. https://arxiv.org/abs/2305.17333☆1,093Updated last year
- A concise but complete full-attention transformer with a set of promising experimental features from various papers☆5,142Updated this week
- maximal update parametrization (µP)☆1,475Updated 8 months ago
- Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities☆20,914Updated 2 weeks ago
- LAVIS - A One-stop Library for Language-Vision Intelligence☆10,357Updated 4 months ago
- Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".☆2,058Updated 11 months ago