Alternatives and similar repositories for mamba

Users that are interested in mamba are comparing it to the libraries listed below

• johnma2006 / mamba-minimal
  Simple, minimal implementation of the Mamba SSM in one file of PyTorch.
  ☆2,917Updated last year
• hustvl / Vim
  [ICML 2024] Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model
  ☆3,795Updated 11 months ago
• alxndrTL / mamba.py
  A simple and efficient Mamba implementation in pure PyTorch and MLX.
  ☆1,425Updated 2 weeks ago
• Dao-AILab / flash-attention
  Fast and memory-efficient exact attention
  ☆22,113Updated this week
• facebookresearch / DiT
  Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"
  ☆8,336Updated last year
• state-spaces / s4
  Structured state space sequence models
  ☆2,838Updated last year
• MzeroMiko / VMamba
  VMamba: Visual State Space Models，code is based on mamba
  ☆3,039Updated 11 months ago
• huggingface / accelerate
  🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (i…
  ☆9,486Updated this week
• fla-org / flash-linear-attention
  🚀 Efficient implementations of state-of-the-art linear attention models
  ☆4,352Updated last week
• test-time-training / ttt-lm-pytorch
  Official PyTorch implementation of Learning to (Learn at Test Time): RNNs with Expressive Hidden States
  ☆1,318Updated last year
• lucidrains / x-transformers
  A concise but complete full-attention transformer with a set of promising experimental features from various papers
  ☆5,800Updated this week
• yyyujintang / Awesome-Mamba-Papers
  Awesome Papers related to Mamba.
  ☆1,388Updated last year
• allenai / OLMo
  Modeling, training, eval, and inference code for OLMo
  ☆6,305Updated 2 months ago
• meta-pytorch / gpt-fast
  Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.
  ☆6,183Updated 5 months ago
• microsoft / unilm
  Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
  ☆22,002Updated 2 weeks ago
• NVlabs / MambaVision
  [CVPR 2025] Official PyTorch Implementation of MambaVision: A Hybrid Mamba-Transformer Vision Backbone
  ☆2,016Updated 6 months ago
• huggingface / peft
  🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
  ☆20,587Updated last week
• harvardnlp / annotated-transformer
  An annotated implementation of the Transformer paper.
  ☆6,993Updated last year
• meta-pytorch / torchtune
  PyTorch native post-training library
  ☆5,669Updated this week
• microsoft / torchscale
  Foundation Architecture for (M)LLMs
  ☆3,130Updated last year
• hyunwoongko / transformer
  Transformer: PyTorch Implementation of "Attention Is All You Need"
  ☆4,414Updated 6 months ago
• microsoft / LoRA
  Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
  ☆13,233Updated last year
• jzhang38 / TinyLlama
  The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.
  ☆8,891Updated last year
• Jamie-Stirling / RetNet
  An implementation of "Retentive Network: A Successor to Transformer for Large Language Models"
  ☆1,212Updated 2 years ago
• facebookresearch / xformers
  Hackable and optimized Transformers building blocks, supporting a composable construction.
  ☆10,326Updated this week
• google-research / big_vision
  Official codebase used to develop Vision Transformer, SigLIP, MLP-Mixer, LiT and more.
  ☆3,343Updated 8 months ago
• mlfoundations / open_clip
  An open source implementation of CLIP.
  ☆13,353Updated 3 months ago
• google-research / tuning_playbook
  A playbook for systematically maximizing the performance of deep learning models.
  ☆29,774Updated last year
• google-research / vision_transformer
  ☆12,275Updated last week
• mit-han-lab / streaming-llm
  [ICLR 2024] Efficient Streaming Language Models with Attention Sinks
  ☆7,182Updated last year