mamba

There are 5 repositories under mamba topic.

LocalAI
mudler / LocalAI
:robot: The free, Open Source alternative to OpenAI, Claude and others. Self-hosted and local-first. Drop-in replacement for OpenAI, running on consumer-grade hardware. No GPU required. Runs gguf, transformers, diffusers and many more models architectures. Features: Generate Text, Audio, Video, Images, Voice Cloning, Distributed, P2P inference
ai api audio-generation distributed gemma gpt4all image-generation kubernetes libp2p llama llama3 llm mamba mistral musicgen rerank rwkv stable-diffusion text-generation tts
Language:Go 35327
NVlabs / MambaVision
[CVPR 2025] Official PyTorch Implementation of MambaVision: A Hybrid Mamba-Transformer Vision Backbone
deep-learning foundation-models image-classification mamba self-attention vision-transformer visual-recognition hybrid-models huggingface-transformers transformers instance-segmentation object-detection semantic-segmentation
Language:Python 1728
webMAN-MOD
aldostools / webMAN-MOD
Extended services for PS3 console (web server, ftp server, netiso, ntfs, ps3mapi, etc.)
cobra exfat file-manager ftp-server mamba netiso ntfs prepiso ps2config ps3 ps3netsrv webman-mod
Language:C 1524
Event-AHU / Mamba_State_Space_Model_Paper_List
[Mamba-Survey-2024] Paper list for State-Space-Model/Mamba and it's Applications
linear-attention-model mamba point-mamba ssm transformer video-mamba vision-mamba
732
sstary / SSRS
Semantic Segmentation for Remote Sensing
remote-sensing semantic-segmentation mamba multimodal-fusion unsupervised-domain-adaptation very-high-resolution segment-anything-modal transformer
Language:Python 621
ChenHongruixuan / ChangeMamba
[IEEE TGRS 2024] ChangeMamba: Remote Sensing Change Detection Based on Spatio-Temporal State Space Model
binary-change-detection building-damage-assessment building-damage-mapping cd-mamba cdmamba change-detection change-mamba changemamba disaster-response earth-observation land-cover-change mamba mamba-cd mambacd python pytorch remote-sensing semantic-change-detection spatio-temporal-modeling state-space-model
Language:Python 496
kyegomez / VisionMamba
Implementation of Vision Mamba from the paper: "Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model" It's 2.8x faster than DeiT and saves 86.8% GPU memory when performing batch inference to extract features on high-res images
ai machine-learning mamba pytorch recurrent-neural-network ssm
Language:Python 464
LMD0311 / PointMamba
[NeurIPS 2024] PointMamba: A Simple State Space Model for Point Cloud Analysis
3d-point-clouds computer-vision mamba state-space-model
Language:Python 462
kyegomez / MultiModalMamba
A novel implementation of fusing ViT with Mamba into a fast, agile, and high performance Multi-Modal Model. Powered by Zeta, the simplest AI framework ever.
ai artificial-intelligence attention-mechanism machine-learning mamba ml pytorch ssm torch transformer-architecture transformers zeta
Language:Python 459
Yangzhangcst / Mamba-in-CV
A paper list of some recent Mamba-based CV works.
awesome computer-vision mamba
401
CompVis / zigma
A PyTorch implementation of the paper "ZigMa: A DiT-Style Mamba-based Diffusion Model" (ECCV 2024)
diffusion-models flow-matching mamba state-space-model stochastic-interpolant zigma
Language:Python 335
weigao266 / Awesome-Efficient-Arch
Speed Always Wins: A Survey on Efficient Architectures for Large Language Models
linear-attention mamba sparse-attention state-space-model diffusion-llm efficient-architectures linear-models linear-rnn mixture-of-experts moe
325
AvivBick / awesome-ssm-ml
Reading list for research topics in state-space models
mamba state-space-models
322
rattler-build
prefix-dev / rattler-build
rattler-build is a universal Conda package builder for Windows, macOS and Linux (like conda-build but faster)
conda conda-build mamba package-management recipe
Language:Rust 313
XiaoYee / Awesome_Efficient_LRM_Reasoning
😎 A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, Agent, and Beyond
chain-of-thought claude cot efficient efficient-reasoning hybrid-model long-cot lrm mamba o3 overthinking r1 reasoning reasoning-budget slow-fast underthinking
293
mamba-org / micromamba-docker
Rapid builds of small Conda-based containers using micromamba.
micromamba mamba conda docker ci container dockerfile build environment
Language:Shell 286
OpenTabular / DeepTabular
Mambular is a Python package that simplifies tabular deep learning by providing a suite of models for regression, classification, and distributional regression tasks. It includes models such as Mambular, TabM, FT-Transformer, TabulaRNN, TabTransformer, and tabular ResNets.
classification deeplearning distributional-regression mamba regression ft-transformer resnet rnn ssm tabtransformer tabular tabular-learning state-space-models ple preprocessing tabular-deep-learning piecewise-linear-encoding node tabm saint
Language:Python 260
xmindflow / Awesome_Mamba
Computation-Efficient Era: A Comprehensive Survey of State Space Models in Medical Image Analysis
computer-vision deep-learning gnn image-enhancement mamba mamba-state-space-models medical-imaging natural-language-processing remote-sensing speech-processing state-space-model time-series large-language-models llm medical-image-analysis medical-image-processing medical-image-segmentation survey
254
mamba-org / boa
The fast conda package builder, based on mamba
conda conda-packages mamba
Language:Python 253
Westlake-AI / MogaNet
[ICLR 2024] MogaNet: Efficient Multi-order Gated Aggregation Network
imagenet pytorch vision-transformer image-classification object-detection pose-estimation segmentation instance-segmentation video-prediction 3d-pose-estimation ade20k backbone coco machine-learning mamba cnn convnet
Language:Jupyter Notebook 249
conda / conda-libmamba-solver
The libmamba based solver for conda.
conda mamba solver libmamba
Language:Python 236
url-kaist / MambaGlue
MambaGlue: Fast and Robust Local Feature Matching With Mamba @ ICRA'25
deep-learning feature-matching image-matching lightglue mamba matching-algorithm relative-pose-estimation superglue
Language:Python 235
tommyip / mamba2-minimal
Minimal Mamba-2 implementation in PyTorch
llm machine-learning mamba pytorch ssm
Language:Python 219
Yaziwel / Awesome-RWKV-in-Vision
A curated list of papers on the applications of RWKV in computer vision.
computer-vision mamba rwkv rwkv4 rwkv5 transformer rwkv6 rwkv7
207
EdwardChasel / Spatial-Mamba
[ICLR2025] Spatial-Mamba: Effective Visual State Space Models via Structure-Aware State Fusion
attention-mechanism computer-vision mamba representation-learning spatial-mamba structure-aware-state-fusion visual-state-space-models
Language:Python 170
Event-AHU / Medical_Image_Analysis
Foundation models based medical image analysis
foundation-model large-language-model llm mae mamba medical-image-analysis medical-report-generation pre-training state-space-model vision-language-model x-ray-image context-sample-retrieval masked-auto-encoder
Language:Python 170
hkproj / mamba-notes
Notes on the Mamba and the S4 model (Mamba: Linear-Time Sequence Modeling with Selective State Spaces)
mamba s4 s6 state-space-model
170
bio-mlhui / LGRNet
Offical Code of MICCAI'24 early accepted paper "LGRNet: Local-Global Reciprocal Network for Uterine Fibroid Segmentation in Ultrasound Videos"
mamba selective-scan video-polyp-segmentation video-segmentation hilbert-mamba hilbert-selective-scan locality-bias neighborhood-attention-in-videos space-filling-curve temporal-context zigzag dilation-factor local-global
Language:Python 167
Event-AHU / OpenPAR
[OpenPAR] An open-source framework for Pedestrian Attribute Recognition, based on PyTorch
benchmark-datasets mamba pedestrian-attribute-recognition msp60k-dataset
Language:Python 153
kaistmm / Audio-Mamba-AuM
Official Implementation of the work "Audio Mamba: Bidirectional State Space Model for Audio Representation Learning"
audio audio-classification deep-learning mamba pytorch representation-learning speaker-identification speech-classification state-space-model audio-mamba
Language:Python 152
steve-zeyu-zhang / MotionMamba
🔥 [ECCV 2024] Motion Mamba: Efficient and Long Sequence Motion Generation
aigc computer-vision diffusion diffusion-models generation human-motion-generation latent-diffusion mamba motion-generation ssm text-to-motion
Language:JavaScript 141
hp-l33 / AiM
Official PyTorch Implementation of "Scalable Autoregressive Image Generation with Mamba"
auto-regressive-model image-generation mamba
Language:Python 140
humansensinglab / Hamba
Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning Mamba
3d-hand-reconstruction computer-vision digital-humans human-sensing mamba
Language:Python 140
wangtz19 / NetMamba
Efficient Network Traffic Classification via Pre-training Unidirectional Mamba
mae mamba networking pre-training traffic-classification
Language:Python 135
JuliaPy / CondaPkg.jl
Add Conda dependencies to your Julia project
conda julia mamba micromamba package-management python
Language:Julia 134
SiavashShams / ssamba
[SLT'24] The official implementation of SSAMBA: Self-Supervised Audio Representation Learning with Mamba State Space Model
audio audio-classification keyword-spotting mamba representation-learning self-supervised-learning speaker-identification state-space-model deep-learning emotion-recognition
Language:Python 126