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thuml/iTransformer

Official implementation of iTransformer, an effective transformer-based time series forecasting model.

2.0K
Experimental
Python
Time Series Forecasting
API Frameworks
Python
#time-series-forecasting#transformer#forecasting

mit-han-lab/once-for-all

A library for training and deploying efficient AI models on edge devices and mobile apps.

1.9K
Archived
Python
Inference
ML Ops
PyTorch
#acceleration#automl#edge-ai

showlab/Show-o

A powerful multimodal transformer for combining language, vision, and other modalities in AI applications.

1.9K
Active
Python
LLM Frameworks
Multimodal
PyTorch
#multimodal-ai#language-models#vision-models

kwuking/TimeMixer

Official implementation of a decomposable multiscale mixing model for time series forecasting

1.9K
Stable
Python
Time Series Forecasting
Time Series
PyTorch
#time-series-analysis#forecasting#deep-learning

THUDM/LongWriter

LongWriter is a fine-tuned large language model (LLM) that can generate high-quality long-form text of 10,000+ words from long-form context.

1.8K
Experimental
Python
LLM Frameworks
Fine-tuning
Python
#llm#long-context#long-text

yang-song/score_sde

Official code for a state-of-the-art score-based generative modeling approach using stochastic differential equations.

1.8K
Archived
Jupyter Notebook
Generative Models
API Frameworks
Flax
#diffusion-models#score-based-generative-modeling#stochastic-differential-equations

omerbt/TokenFlow

Official PyTorch implementation of TokenFlow, a novel diffusion-based method for consistent video editing presented at ICLR 2024.

1.7K
Experimental
Python
Computer Vision
AI Image & Video
PyTorch
#iclr2024#stable-diffusion#text-to-image

mhamilton723/FeatUp

A model-agnostic framework for extracting features from machine learning models at any resolution.

1.6K
Archived
Jupyter Notebook
LLM Frameworks
ML Ops
Jupyter Notebook
#machine-learning#model-interpretation#feature-extraction

Zheng-Chong/CatVTON

A lightweight and efficient virtual try-on diffusion model for fashion applications.

1.6K
Stable
Python
Computer Vision
Animation & Motion
PyTorch
#diffusion-models#fashion#try-on

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

sihyun-yu/REPA

A research paper on representation alignment for training diffusion models for AI-assisted code generation.

1.6K
Experimental
Python
LLM Frameworks
Fine-tuning
Python
#diffusion-models#representation-alignment#ai-assisted-coding

hendrycks/test

Measuring Massive Multitask Language Understanding with GPT-3 and few-shot learning techniques.

1.6K
Archived
Python
LLM Frameworks
Fine-tuning
Python
#few-shot-learning#gpt-3#muti-task

ShengranHu/ADAS

A Python library for building AI-powered agent-based systems, with a focus on automated design and optimization.

1.5K
Archived
Python
Agents & Orchestration
LLM Frameworks
Python
#AI-powered#agent-based#automated-design

Eric-mingjie/rethinking-network-pruning

A PyTorch library for rethinking network pruning techniques to improve model performance.

1.5K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#convolutional-neural-networks#deep-learning#network-pruning

tigerneil/awesome-deep-rl

A curated list of resources for deep reinforcement learning and the future of AI.

1.5K
Archived
HTML
Reinforcement Learning
Tutorials & Courses
#reinforcement-learning#deep-learning#ai-research

czczup/ViT-Adapter

A PyTorch library that provides Vision Transformer (ViT) adapters for dense prediction tasks like object detection and semantic segmentation.

1.5K
Experimental
Python
Computer Vision
Backend Frameworks
PyTorch
#vision-transformer#object-detection#semantic-segmentation

szagoruyko/attention-transfer

Improves Convolutional Networks via Attention Transfer using PyTorch.

1.5K
Archived
Jupyter Notebook
PyTorch
#attention-transfer#deep-learning#knowledge-distillation

hustvl/MapTR

An open-source library for constructing vectorized high-definition maps for autonomous driving in real-time

1.5K
Experimental
Python
Computer Vision
API Frameworks
Python
#autonomous-driving#bev#end-to-end

mit-han-lab/proxylessnas

An efficient neural architecture search (NAS) method that directly optimizes for the target task and hardware.

1.4K
Archived
C++
ML Ops
Build Tools
C++
#acceleration#automl#efficient-model

gnobitab/InstaFlow

InstaFlow is a Python library that enables one-step Stable Diffusion image generation with Rectified Flow.

1.4K
Archived
Python
LLM Frameworks
Inference
#stable-diffusion#image-generation#rectified-flow

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