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    794 repositories

    • spot-sim2real

      Public
      Spot Sim2Real Infrastructure
      Python
      •
      MIT License
      •7•74•30•38•Updated Oct 22, 2024Oct 22, 2024

    • SpinQuant

      Public
      Code repo for the paper "SpinQuant LLM quantization with learned rotations"
      Python
      •
      Other
      •12•106•10•0•Updated Oct 22, 2024Oct 22, 2024

    • generative-recommenders

      Public
      Repository hosting code used to reproduce results in "Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations" (https://arxiv.org/abs/2402.17152).
      recommendationsrecsysrecommender-systemsactions-speak-louder-than-wordsgenerative-recommendershstu
      Python
      •
      Apache License 2.0
      •124•707•5•8•Updated Oct 21, 2024Oct 21, 2024

    • nymeria_dataset

      Public
      Nymeria: a massive collection of multimodal egocentric daily motion in the wild
      Python
      •
      Other
      •1•5•0•0•Updated Oct 21, 2024Oct 21, 2024

    • habitat-lab

      Public
      A modular high-level library to train embodied AI agents across a variety of tasks and environments.
      pythonsimulatorresearchreinforcement-learningaicomputer-visiondeep-learningroboticsdeep-reinforcement-learningsim2real
      Python
      •
      MIT License
      •484•1.9k•204•116•Updated Oct 21, 2024Oct 21, 2024

    • xformers

      Public
      Hackable and optimized Transformers building blocks, supporting a composable construction.
      Python
      •
      Other
      •608•8.5k•282•16•Updated Oct 21, 2024Oct 21, 2024

    • LayerSkip

      Public
      "LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding", Accepted to ACL 2024
      optimizationtransformersearly-exitllmspeculative-decodinglayer-drop
      Python
      •
      Other
      •4•74•3•0•Updated Oct 21, 2024Oct 21, 2024

    • pytorch3d

      Public
      PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
      Python
      •
      Other
      •1.3k•8.7k•247•27•Updated Oct 21, 2024Oct 21, 2024

    • recipes

      Public
      Recipes are a standard, well supported set of blueprints for machine learning engineers to rapidly train models using the latest research techniques without significant engineering overhead.Specifically, recipes aims to provide- Consistent access to pre-trained SOTA models ready for production- Reference implementations for SOTA research reprodu…
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •36•291•2•4•Updated Oct 21, 2024Oct 21, 2024

    • lingua

      Public
      Meta Lingua: a lean, efficient, and easy-to-hack codebase to research LLMs.
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •120•2.8k•8•1•Updated Oct 21, 2024Oct 21, 2024

    • fairseq2

      Public
      FAIR Sequence Modeling Toolkit 2
      pythonmachine-learningdeep-learningpytorchartificial-intelligence
      Python
      •
      MIT License
      •81•690•54•14•Updated Oct 21, 2024Oct 21, 2024

    • spiritlm

      Public
      Inference code for the paper "Spirit-LM Interleaved Spoken and Written Language Model".
      Python
      •
      Other
      •27•475•5•0•Updated Oct 20, 2024Oct 20, 2024

    • CrypTen

      Public
      A framework for Privacy Preserving Machine Learning
      Python
      •
      MIT License
      •280•1.5k•62•25•Updated Oct 19, 2024Oct 19, 2024

    • balance

      Public
      The balance python package offers a simple workflow and methods for dealing with biased data samples when looking to infer from them to some target population of interest.
      Python
      •
      GNU General Public License v2.0
      •41•686•20•0•Updated Oct 19, 2024Oct 19, 2024

    • Mephisto

      Public
      A suite of tools for managing crowdsourcing tasks from the inception through to data packaging for research use.
      Python
      •
      MIT License
      •76•303•42•32•Updated Oct 18, 2024Oct 18, 2024

    • optimizers

      Public
      For optimization algorithm research and development.
      Python
      •
      Other
      •25•262•5•3•Updated Oct 18, 2024Oct 18, 2024

    • param

      Public
      PArametrized Recommendation and Ai Model benchmark is a repository for development of numerous uBenchmarks as well as end to end nets for evaluation of training and inference platforms.
      Python
      •
      MIT License
      •61•118•9•8•Updated Oct 18, 2024Oct 18, 2024

    • hot3d

      Public
      HOT3D: An egocentric dataset for 3D hand and object tracking
      Python
      •
      Apache License 2.0
      •11•79•3•0•Updated Oct 18, 2024Oct 18, 2024

    • hydra

      Public
      Hydra is a framework for elegantly configuring complex applications
      Python
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      MIT License
      •628•8.7k•258•34•Updated Oct 18, 2024Oct 18, 2024

    • Kats

      Public
      Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.
      Python
      •
      MIT License
      •538•4.9k•53•8•Updated Oct 18, 2024Oct 18, 2024

    • fairseq

      Public
      Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
      pythonpytorchartificial-intelligence
      Python
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      MIT License
      •6.4k•30k•1.1k•141•Updated Oct 18, 2024Oct 18, 2024

    • fbpcs

      Public
      FBPCS (Facebook Private Computation Solutions) leverages secure multi-party computation (MPC) to output aggregated data without making unencrypted, readable data available to the other party or any third parties. Facebook provides impression & opportunity data, and the advertiser provides conversion / outcome data.
      Python
      •
      MIT License
      •156•145•0•96•Updated Oct 17, 2024Oct 17, 2024

    • fvcore

      Public
      Collection of common code that's shared among different research projects in FAIR computer vision team.
      Python
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      Apache License 2.0
      •229•2k•36•14•Updated Oct 17, 2024Oct 17, 2024

    • MetaCLIP

      Public
      ICLR2024 Spotlight: curation/training code, metadata, distribution and pre-trained models for MetaCLIP; CVPR 2024: MoDE: CLIP Data Experts via Clustering
      Python
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      Other
      •50•1.2k•15•4•Updated Oct 17, 2024Oct 17, 2024

    • RAM

      Public
      A framework to study AI models in Reasoning, Alignment, and use of Memory (RAM).
      Python
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      MIT License
      •9•132•2•0•Updated Oct 16, 2024Oct 16, 2024

    • agent2sim

      Public
      Agent-to-Sim Learning Interactive Behavior from Casual Videos.
      Python
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      Other
      •1•7•0•0•Updated Oct 16, 2024Oct 16, 2024

    • SecAlign

      Public
      Repo for the research paper "Aligning LLMs to Be Robust Against Prompt Injection"
      Python
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      Other
      •1•14•0•0•Updated Oct 16, 2024Oct 16, 2024

    • egolifter

      Public
      This is the official repository for "EgoLifter Open-world 3D Segmentation for Egocentric Perception, ECCV 2024"
      Python
      •
      Apache License 2.0
      •6•75•0•0•Updated Oct 15, 2024Oct 15, 2024

    • BenchMARL

      Public
      A collection of MARL benchmarks based on TorchRL
      benchmarkmachine-learningreinforcement-learningroboticstorchpytorchmulti-agentrlmulti-agent-reinforcement-learningmarl
      Python
      •
      MIT License
      •37•259•4•3•Updated Oct 15, 2024Oct 15, 2024

    • sapiens

      Public
      High-resolution models for human tasks.
      Python
      •
      Other
      •230•4.3k•3•1•Updated Oct 15, 2024Oct 15, 2024