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openvinotoolkit/open_model_zoo

A collection of pre-trained deep learning models and demos optimized for high performance using the OpenVINO toolkit.

4.4K
Active
Python
Inference
ML Ops
PyTorch
#deep-learning#model-zoo#openvino

oceanbase/miniob

MiniOB is a lightweight database that helps developers learn the fundamentals of database systems.

4.3K
Stable
C++
Tutorials & Courses
Databases
#database#education#learning

thunlp/PromptPapers

Must-read papers on prompt-based tuning for pre-trained language models.

4.3K
Archived
React
#prompt-based#pre-trained-language-models#language-models

CLUEbenchmark/CLUE

CLUE is a comprehensive Chinese language understanding evaluation benchmark with datasets, baselines, pre-trained models, and a leaderboard.

4.2K
Stable
Python
LLM Frameworks
Datasets
PyTorch
#chinese#nlp#bert

PeterGriffinJin/Search-R1

An efficient, scalable RL training framework for reasoning and search engine calling interleaved with large language models.

4.1K
Stable
Python
LLM Frameworks
API Frameworks
Python
#reinforcement-learning#search-engine#large-language-models

FedML-AI/FedML

A unified and scalable ML library for large-scale distributed training, model serving, and federated learning.

4.0K
Stable
Python
ML Ops
Inference
React
#ai#machine-learning#federated-learning

brightmart/albert_zh

A pre-trained ALBERT model for self-supervised learning of Chinese language representations.

4.0K
Archived
Python
LLM Frameworks
API Frameworks
PyTorch
#albert#bert#chinese-nlp

TommyZihao/Train_Custom_Dataset

A Jupyter Notebook project that helps developers label their own data and train custom AI models.

4.0K
Active
Jupyter Notebook
Fine-tuning
Inference
#machine-learning#data-labeling#custom-model-training

princeton-vl/RAFT

RAFT is a PyTorch library for training and evaluating visual transformers, a popular AI model for computer vision tasks.

4.0K
Stable
Python
LLM Frameworks
PyTorch
#computer-vision#transformers#pytorch

jpetazzo/container.training

Open-source training materials and code samples for learning Docker, containers, and Kubernetes.

3.9K
Active
Shell
Containerization
CI/CD
#docker#kubernetes#containers

torchgeo/torchgeo

TorchGeo is a Python library for working with geospatial data using PyTorch, providing datasets, samplers, transforms, and pre-trained models.

3.9K
Active
Python
Computer Vision
Databases
PyTorch
#geospatial#computer-vision#deep-learning

thuml/Transfer-Learning-Library

Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

3.9K
Archived
Python
Transfer Learning
Domain Adaptation
Python
#transfer-learning#domain-adaptation#out-of-distribution-generalization

AnswerDotAI/RAGatouille

A modular and easy-to-use Python library for training and using state-of-the-art retrieval models like ColBERT in RAG pipelines.

3.9K
Experimental
Python
RAG & Vector
API Frameworks
Python
#retrieval#rag#colbert

NervanaSystems/neon

A high-performance deep learning framework for training and deploying neural networks on various hardware.

3.9K
Archived
Python
ML Ops
API Frameworks
Python
#deep-learning#neural-networks#performance

chrieke/awesome-satellite-imagery-datasets

List of satellite image training datasets with annotations for computer vision and deep learning

3.9K
Archived
#satellite-image-datasets#computer-vision#deep-learning

Lasagne/Lasagne

Lasagne is a lightweight library for building and training neural networks in Theano, a powerful Python library for machine learning.

3.9K
Archived
Python
LLM Frameworks
ML Ops
Python
#deep-learning#neural-networks#theano

open-mmlab/mmpretrain

A pre-training toolbox and benchmark for vision AI models, including self-supervised learning and state-of-the-art architectures.

3.8K
Archived
Python
Computer Vision
ML Ops
PyTorch
#computer-vision#self-supervised-learning#pre-training

hkust-nlp/simpleRL-reason

A simple reinforcement learning training library for reasoning tasks.

3.8K
Stable
Python
ML Ops
CLI Tools
Python
#reinforcement-learning#reasoning#machine-learning

dkozlov/awesome-knowledge-distillation

A collection of resources and tools related to knowledge distillation, a technique for compressing and transferring knowledge from a larger model to a smaller one.

3.8K
Stable
Knowledge Distillation
#knowledge-distillation#model-compression#deep-learning

Nixtla/nixtla

TimeGPT-1 is a production-ready pre-trained time series foundation model for forecasting and anomaly detection.

3.8K
Active
Jupyter Notebook
LLM Frameworks
API Frameworks
Jupyter Notebook
#anomaly-detection#forecasting#time-series
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