Accessible large language models via k-bit quantization for PyTorch.
β8,483Sep 7, 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 attentionβ24,947Updated this week
- π€ PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.β21,690Updated this week
- QLoRA: Efficient Finetuning of Quantized LLMsβ11,016Jun 10, 2024Updated 2 years ago
- Hackable and optimized Transformers building blocks, supporting a composable construction.β10,549Updated this week
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.β5,070Apr 11, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer β’ AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".β2,374Mar 27, 2024Updated 2 years ago
- Transformer related optimization, including BERT, GPTβ6,446Mar 27, 2024Updated 2 years ago
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Accelerationβ3,635Jul 17, 2025Updated last year
- Development repository for the Triton language and compilerβ20,183Updated this week
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.β43,128Updated this week
- π A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (iβ¦β9,869Updated this week
- Large Language Model Text Generation Inferenceβ10,886Mar 21, 2026Updated 5 months ago
- Train transformer language models with reinforcement learning.β19,331Updated this week
- Ongoing research training transformer models at scaleβ17,931Updated this week
- Deploy open-source AI quickly and easily - Special Bonus Offer β’ AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:β2,348May 11, 2025Updated last year
- TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizatβ¦β14,637Updated this week
- A high-throughput and memory-efficient inference and serving engine for LLMsβ92,016Updated this week
- Tensor library for machine learningβ15,366Updated this week
- A framework for few-shot evaluation of language models.β14,009Updated this week
- Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"β13,798Dec 17, 2024Updated last year
- A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit and 4-bit floating point (FP8 and FP4) precision on Hβ¦β3,537Updated this week
- 4 bits quantization of LLaMA using GPTQβ3,070Jul 13, 2024Updated 2 years ago
- [ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Modelsβ1,686Jul 12, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean β’ AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Instruct-tune LLaMA on consumer hardwareβ18,907Jul 29, 2024Updated 2 years ago
- SGLang is a high-performance serving framework for large language models and multimodal models.β36,103Updated this week
- An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.β39,534May 1, 2026Updated 4 months ago
- π Accelerate inference and training of π€ Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimizationβ¦β3,491Updated this week
- FlashInfer: Kernel Library for LLM Servingβ6,431Updated this week
- PyTorch native quantization for training and inferenceβ2,979Updated this week
- Tools for merging pretrained large language models.β7,356Updated this week
- Running large language models on a single GPU for throughput-oriented scenarios.β9,349Oct 28, 2024Updated last year
- Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalitiesβ22,219Updated this week
- Deploy on Railway without the complexity - Free Credits Offer β’ AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- PyTorch extensions for high performance and large scale training.β3,406Apr 26, 2025Updated last year
- Go ahead and axolotl questionsβ12,481Updated this week
- [ICLR 2024] Efficient Streaming Language Models with Attention Sinksβ7,268Jul 11, 2024Updated 2 years ago
- Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.β6,253Aug 22, 2025Updated last year
- PyTorch native post-training libraryβ5,812Sep 9, 2026Updated last week
- RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable)β¦β14,710Sep 3, 2026Updated 2 weeks ago
- Code and documentation to train Stanford's Alpaca models, and generate the data.β30,237Jul 17, 2024Updated 2 years ago