microsoft / torchscaleLinks
Foundation Architecture for (M)LLMs
☆3,089Updated last year
Alternatives and similar repositories for torchscale
Users that are interested in torchscale are comparing it to the libraries listed below
Sorting:
- An implementation of "Retentive Network: A Successor to Transformer for Large Language Models"☆1,191Updated last year
- 🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch☆2,145Updated 7 months ago
- The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”☆962Updated last year
- A Unified Library for Parameter-Efficient and Modular Transfer Learning☆2,731Updated last month
- PyTorch extensions for high performance and large scale training.☆3,337Updated 2 months ago
- maximal update parametrization (µP)☆1,554Updated 11 months ago
- A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)☆4,675Updated last year
- Cramming the training of a (BERT-type) language model into limited compute.☆1,338Updated last year
- ☆2,839Updated last month
- TorchMultimodal is a PyTorch library for training state-of-the-art multimodal multi-task models at scale.☆1,619Updated last week
- [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters☆5,884Updated last year
- Transformer related optimization, including BERT, GPT☆6,231Updated last year
- 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…☆1,575Updated last year
- An open-source framework for training large multimodal models.☆3,970Updated 10 months ago
- An Open-source Toolkit for LLM Development☆2,787Updated 5 months ago
- Structured state space sequence models☆2,678Updated 11 months ago
- [NeurIPS 2023] MeZO: Fine-Tuning Language Models with Just Forward Passes. https://arxiv.org/abs/2305.17333☆1,115Updated last year
- Accessible large language models via k-bit quantization for PyTorch.☆7,212Updated this week
- LOMO: LOw-Memory Optimization☆987Updated last year
- Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Fl…☆2,479Updated 10 months ago
- A fast MoE impl for PyTorch☆1,757Updated 5 months ago
- Official codebase for I-JEPA, the Image-based Joint-Embedding Predictive Architecture. First outlined in the CVPR paper, "Self-supervised…☆3,002Updated last year
- Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Ad…☆6,071Updated last week
- Meta-Transformer for Unified Multimodal Learning☆1,613Updated last year
- General technology for enabling AI capabilities w/ LLMs and MLLMs☆4,047Updated last week
- A concise but complete full-attention transformer with a set of promising experimental features from various papers☆5,441Updated last week
- Official codebase used to develop Vision Transformer, SigLIP, MLP-Mixer, LiT and more.☆2,988Updated last month
- SwissArmyTransformer is a flexible and powerful library to develop your own Transformer variants.☆1,083Updated 6 months ago
- Code and documents of LongLoRA and LongAlpaca (ICLR 2024 Oral)☆2,668Updated 10 months ago
- The hub for EleutherAI's work on interpretability and learning dynamics☆2,560Updated last month