deepspeedai / DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
☆38,206Updated this week
Alternatives and similar repositories for DeepSpeed:
Users that are interested in DeepSpeed are comparing it to the libraries listed below
- Example models using DeepSpeed☆6,470Updated 2 weeks ago
- Open-sourced codes for MiniGPT-4 and MiniGPT-v2 (https://minigpt-4.github.io, https://minigpt-v2.github.io/)☆25,657Updated 8 months ago
- An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.☆38,502Updated 3 weeks ago
- Making large AI models cheaper, faster and more accessible☆40,842Updated this week
- Ongoing research training transformer models at scale☆12,261Updated this week
- Code and documentation to train Stanford's Alpaca models, and generate the data.☆29,972Updated 9 months ago
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆18,274Updated this week
- RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable)…☆13,564Updated this week
- QLoRA: Efficient Finetuning of Quantized LLMs☆10,411Updated 10 months ago
- Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!☆37,822Updated this week
- Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"☆11,847Updated 4 months ago
- Instruct-tune LLaMA on consumer hardware☆18,902Updated 9 months ago
- An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.☆8,411Updated this week
- Fast and memory-efficient exact attention☆17,192Updated this week
- 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.☆143,804Updated this week
- A high-throughput and memory-efficient inference and serving engine for LLMs☆46,456Updated this week
- GLM-130B: An Open Bilingual Pre-Trained Model (ICLR 2023)☆7,680Updated last year
- ImageBind One Embedding Space to Bind Them All☆8,627Updated 9 months ago
- Train transformer language models with reinforcement learning.☆13,559Updated this week
- Universal LLM Deployment Engine with ML Compilation☆20,548Updated this week
- Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities☆21,171Updated 2 months ago
- The simplest, fastest repository for training/finetuning medium-sized GPTs.☆40,976Updated 4 months ago
- ChatRWKV is like ChatGPT but powered by RWKV (100% RNN) language model, and open source.☆9,479Updated this week
- JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf☆24,123Updated 7 months ago
- A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training☆21,817Updated 8 months ago
- Facebook AI Research Sequence-to-Sequence Toolkit written in Python.☆31,390Updated 3 months ago
- ☆34,492Updated last year
- Running large language models on a single GPU for throughput-oriented scenarios.☆9,312Updated 6 months ago
- LlamaIndex is the leading framework for building LLM-powered agents over your data.☆41,371Updated this week
- ☆9,010Updated last year