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yoshitomo-matsubara/torchdistill

A PyTorch-based framework for reproducible deep learning studies with 26 knowledge distillation methods.

1.6K
Stable
Python
ML Ops
Computer Vision
PyTorch
#deep-learning#computer-vision#natural-language-processing

thu-ml/prolificdreamer

A high-performance text-to-3D generation model for building immersive 3D experiences with AI tools.

1.6K
Archived
Python
Text-to-Image & Text-to-3D
Fine-tuning
PyTorch
#text-to-3d#diffusion-model#stablediffusion

opendilab/LightZero

A powerful benchmark for Monte Carlo Tree Search in sequential decision-making scenarios.

1.5K
Active
Python
Reinforcement Learning
Testing
PyTorch
#mcts#reinforcement-learning#monte-carlo-tree-search

facebookresearch/MaskFormer

A Python library for semantic segmentation using a novel masking-based approach.

1.4K
Archived
Python
Computer Vision
Python
#semantic-segmentation#computer-vision#deep-learning

yangyanli/PointCNN

PointCNN: A deep learning model for point cloud processing and feature extraction.

1.4K
Archived
Python
#point-cloud#convolutional-neural-networks#deep-learning

RUC-NLPIR/WebThinker

WebThinker is a powerful framework for building large language models with deep research capabilities.

1.4K
Stable
Python
LLM Frameworks
Agents & Orchestration
Python
#deepresearch#deepsearch#reasoning

TorchSSL/TorchSSL

A PyTorch-based library for semi-supervised learning in computer vision and deep learning.

1.4K
Archived
Python
Machine Learning Ops
Computer Vision
PyTorch
#computer-vision#deep-learning#semi-supervised-learning

open-thought/reasoning-gym

A gym for reinforcement learning with verifiable rewards, focusing on reasoning and language models.

1.4K
Active
Python
LLM Frameworks
Agents & Orchestration
Python
#reinforcement-learning#language-models#verifiable-rewards

zsyOAOA/ResShift

An efficient diffusion model for image super-resolution, with applications in AI-powered image processing.

1.3K
Experimental
Python
Computer Vision
Full-Stack Frameworks
Python
#image-processing#super-resolution#diffusion-model

lxtGH/OMG-Seg

Official codebase for OMG-LLaVA and OMG-Seg, state-of-the-art computer vision models presented at CVPR-24 and NeurIPS-24.

1.3K
Stable
Python
Computer Vision
LLM Frameworks
Python
#computer-vision#llm#inference

hendrycks/math

A dataset of mathematical reasoning problems for evaluating AI systems.

1.3K
Stable
Python
Logic, Math & Reasoning
Python
#math#logic#reasoning

mit-han-lab/data-efficient-gans

Differentiable data augmentation techniques for efficient training of generative adversarial networks (GANs).

1.3K
Archived
Python
GANs
Image Generation
PyTorch
#data-efficient#generative-adversarial-networks#image-generation

tianweiy/DMD2

A high-performance image synthesis model with improved distribution matching distillation.

1.2K
Experimental
Python
Computer Vision
Inference
Python
#image-synthesis#distribution-matching#distillation

jakesnell/prototypical-networks

A library for few-shot learning using prototypical networks, based on a NeurIPS 2017 paper.

1.2K
Archived
Python
Few-shot Learning
Metric Learning
PyTorch
#deep-learning#few-shot-learning#metric-learning

DreamTechAI/Direct3D-S2

An open-source 3D generation model that uses Spatial Sparse Attention for efficient and scalable 3D creation.

1.2K
Stable
Python
Computer Vision
AI SDKs & Wrappers
Python
#3d-generation#3d-models#genai-3d

shallowdream204/DreamClear

A high-capacity image restoration model focused on privacy-safe dataset curation for AI-powered tooling.

1.2K
Experimental
Python
Computer Vision
AI Design-to-Code
React
#diffusion-model#image-restoration#super-resolution

microsoft/MInference

A Python library that speeds up inference for large language models by up to 10x with dynamic sparse attention

1.2K
Stable
Python
LLM Frameworks
Inference
Python
#large-language-models#inference-optimization#sparse-attention

DeepWisdom/AutoDL

Automated Deep Learning without any human intervention, the first solution for the AutoDL challenge@NeurIPS.

1.2K
Archived
Python
AutoML
ML Ops
PyTorch
#automated-machine-learning#automl#data-science

Zefan-Cai/R-KV

A redundancy-aware KV cache compression library for improving reasoning model performance.

1.2K
Stable
Python
LLM Frameworks
Caching
Python
#kvcache#llm#reasoning-models

MotrixLab/SMPLer-X

Official code for an open-source library for scaling up expressive human pose and shape estimation using AI.

1.2K
Active
Python
Computer Vision
Backend Frameworks
Python
#computer-vision#pose-estimation#shape-estimation
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