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lonePatient/awesome-pretrained-chinese-nlp-models

A curated collection of high-quality, pretrained Chinese NLP models for various tasks and applications.

5.5K
Stable
Python
LLM Frameworks
API Frameworks
Python
#bert#chinese#nlp

superduper-io/superduper

Superduper is an end-to-end framework for building custom AI applications and agents using Python, PyTorch, and Transformers.

5.3K
Stable
Python
LLM Frameworks
Agents & Orchestration
PyTorch
#ai#chatbot#mlops

timesler/facenet-pytorch

Pretrained PyTorch models for face detection and facial recognition, useful for building computer vision applications.

5.1K
Stable
Python
Computer Vision
PyTorch
#face-detection#face-recognition#facial-recognition

amazon-science/chronos-forecasting

Chronos is a pretrained model for time series forecasting, leveraging large language models and transformers.

4.9K
Active
Python
LLM Frameworks
Time Series
PyTorch
#time-series-forecasting#large-language-models#pretrained-models

huawei-noah/Efficient-AI-Backbones

Efficient AI model backbones developed by Huawei's Noah's Ark Lab, including GhostNet, TNT, and MLP.

4.4K
Experimental
Python
Computer Vision
Model Compression
PyTorch
#convolutional-neural-networks#efficient-inference#ghostnet

LLMBook-zh/LLMBook-zh.github.io

This repository contains the book 'Large Language Models' authored by a team of researchers.

4.3K
Stable
Python
LLM Frameworks
Books & Guides
#natural-language-processing#deep-learning#fine-tuning

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

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

neuralmagic/deepsparse

A sparsity-aware deep learning inference runtime for CPUs, optimized for performance and efficiency.

3.2K
Experimental
Python
Inference
API Frameworks
PyTorch
#computer-vision#nlp#object-detection

huawei-noah/Pretrained-Language-Model

Pretrained language model and optimization techniques for large-scale distributed AI/ML development.

3.2K
Archived
Python
LLM Frameworks
Model Compression
Python
#pretrained-models#knowledge-distillation#large-scale-distributed

isl-org/ZoeDepth

A GitHub repository providing a metric depth estimation model from a single image using deep learning.

2.8K
Experimental
Jupyter Notebook
Jupyter Notebook
#depth estimation#monocular depth estimation#metric depth estimation

OFA-Sys/OFA

Official repository for the OFA (Unifying Architectures, Tasks, and Modalities) AI model, supporting various vision-language tasks.

2.6K
Archived
Python
LLM Frameworks
Computer Vision
PyTorch
#pretrained-models#multimodal#vision-language

asteroid-team/asteroid

A PyTorch-based audio source separation toolkit for researchers and developers working on AI audio applications.

2.5K
Stable
Python
Audio & Speech
PyTorch
#audio-separation#deep-learning#pretrained-models

zai-org/CogVLM2

An open-source multi-modal AI model based on LLaMA-3.8B for vibe coders to build with AI tools.

2.4K
Experimental
Python
LLM Frameworks
Computer Vision
Python
#open-source#multi-modal#language-model

alibaba/EasyNLP

EasyNLP is an easy-to-use NLP toolkit for tasks like text classification, retrieval, and generation.

2.2K
Archived
Python
LLM Frameworks
ML Ops
PyTorch
#natural-language-processing#text-classification#text-generation

zai-org/CogView

An open-source text-to-image generation model that enables developers to create powerful AI-powered image generation capabilities.

1.8K
Archived
Python
LLM Frameworks
Computer Vision
PyTorch
#text-to-image#transformers#pretrained-models

deepset-ai/FARM

A powerful NLP library for transfer learning and building question answering systems.

1.8K
Archived
Python
LLM Frameworks
API Frameworks
PyTorch
#natural-language-processing#question-answering#transfer-learning

imcaspar/gpt2-ml

GPT-2 multi-language pre-trained models, including a 1.5B parameter Chinese model, for text generation and NLP tasks.

1.7K
Archived
Python
LLM Frameworks
LLM Wrappers & SDKs
TensorFlow
#bert#chinese#gpt-2

rwightman/gen-efficientnet-pytorch

Pretrained EfficientNet, EfficientNet-Lite, MixNet, MobileNetV3/V2, and other popular computer vision models for PyTorch.

1.6K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#computer-vision#pretrained-models#mobile-models

declare-lab/conv-emotion

This repository provides implementations of different architectures for emotion recognition in conversations.

1.5K
Archived
Python
Agents & Orchestration
Emotion Analysis
PyTorch
#conversational-ai#dialogue-systems#emotion-recognition

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