Accessible large language models via k-bit quantization for PyTorch.
☆8,533Oct 19, 2026Updated last week
Alternatives and similar repositories for bitsandbytes
Users that are interested in bitsandbytes are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Fast and memory-efficient exact attention☆25,220Updated this week
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆21,852Updated this week
- QLoRA: Efficient Finetuning of Quantized LLMs☆11,056Jun 10, 2024Updated 2 years ago
- Hackable and optimized Transformers building blocks, supporting a composable construction.☆10,572Oct 9, 2026Updated 2 weeks ago
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.☆5,065Apr 11, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".☆2,388Mar 27, 2024Updated 2 years ago
- Development repository for the Triton language and compiler☆20,463Updated this week
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆3,656Jul 17, 2025Updated last year
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.☆43,276Updated this week
- Transformer related optimization, including BERT, GPT☆6,459Mar 27, 2024Updated 2 years ago
- 🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (i…☆9,926Updated this week
- Large Language Model Text Generation Inference☆10,882Mar 21, 2026Updated 7 months ago
- Train transformer language models with reinforcement learning.☆19,600Updated this week
- Ongoing research training transformer models at scale☆18,273Updated this week
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizat…☆14,956Updated this week
- PyTorch native quantization for training and inference☆3,016Updated this week
- AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:☆2,343May 11, 2025Updated last year
- A high-throughput and memory-efficient inference and serving engine for LLMs☆95,520Updated this week
- Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"☆13,879Dec 17, 2024Updated last year
- Tensor library for machine learning☆15,531Oct 20, 2026Updated last week
- A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit and 4-bit floating point (FP8 and FP4) precision on H…☆3,594Updated this week
- A framework for few-shot evaluation of language models.☆14,329Sep 14, 2026Updated last month
- SGLang is a high-performance serving framework for large language models and multimodal models.☆38,230Updated this week
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models☆1,700Jul 12, 2024Updated 2 years ago
- Instruct-tune LLaMA on consumer hardware☆18,888Jul 29, 2024Updated 2 years ago
- Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.☆6,265Aug 22, 2025Updated last year
- 🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization…☆3,512Updated this week
- FlashInfer: Kernel Library for LLM Serving☆6,798Updated this week
- Efficient Triton Kernels for LLM Training☆6,675Updated this week
- 4 bits quantization of LLaMA using GPTQ☆3,069Jul 13, 2024Updated 2 years ago
- An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.☆39,548May 1, 2026Updated 5 months ago
- PyTorch extensions for high performance and large scale training.☆3,404Apr 26, 2025Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Tools for merging pretrained large language models.☆7,418Updated this week
- Go ahead and axolotl questions☆12,632Updated this week
- Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities☆22,237Sep 21, 2026Updated last month
- Running large language models on a single GPU for throughput-oriented scenarios.☆9,345Oct 28, 2024Updated 2 years ago
- PyTorch native post-training library☆5,824Sep 9, 2026Updated last month
- Code and documentation to train Stanford's Alpaca models, and generate the data.☆30,233Jul 17, 2024Updated 2 years ago
- [ICLR 2024] Efficient Streaming Language Models with Attention Sinks☆7,272Jul 11, 2024Updated 2 years ago