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The Top 23 Pretrained Models Open Source Projects

Open source projects categorized as Pretrained Models
Categories > Machine Learning > Pretrained Models
Transformers ⭐ 124,049
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
dependent packages 2,484total releases 125most recent commit 16 days agopypi transformers} Downloads
Pytorch Image Models ⭐ 29,680
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
dependent packages 346total releases 55most recent commit 15 days agopypi timm} Downloads
Spleeter ⭐ 24,258
Deezer source separation library including pretrained models.
dependent packages 6total releases 37most recent commit 4 months agopypi spleeter} Downloads
Unilm ⭐ 16,971
Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
most recent commit 3 months ago
Paddlenlp ⭐ 10,908
👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.
dependent packages 19total releases 87most recent commit 3 months agopypi paddlenlp} Downloads
Qwen ⭐ 8,482
The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud.
most recent commit 3 months ago
Segmentation_models.pytorch ⭐ 8,226
Segmentation models with pretrained backbones. PyTorch.
dependent packages 49total releases 13most recent commit 5 months agopypi segmentation-models-pytorch} Downloads
Petals ⭐ 8,040
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
dependent packages 1total releases 18most recent commit 4 months agopypi petals} Downloads
Lmflow ⭐ 7,589
An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.
most recent commit 3 months ago
Codegeex ⭐ 7,499
CodeGeeX: An Open Multilingual Code Generation Model (KDD 2023)
most recent commit 3 months ago
Open_clip ⭐ 7,355
An open source implementation of CLIP.
dependent packages 54total releases 42most recent commit 4 months agopypi open-clip-torch} Downloads
Efficientnet Pytorch ⭐ 6,577
A PyTorch implementation of EfficientNet and EfficientNetV2 (coming soon!)
dependent packages 36total releases 13most recent commit 2 years agopypi efficientnet-pytorch} Downloads
Nlp Recipes ⭐ 6,321
Natural Language Processing Best Practices & Examples
most recent commit 2 years ago
Mmf ⭐ 5,414
A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)
most recent commit 2 months ago
Paddleclas ⭐ 5,161
A treasure chest for visual classification and recognition powered by PaddlePaddle
total releases 14most recent commit 3 months ago
Pyannote Audio ⭐ 4,460
Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding
dependent packages 13total releases 24most recent commit 3 months agopypi pyannote.audio} Downloads
Internlm ⭐ 4,412
Official release of InternLM2 7B and 20B base and chat models. 200K context support
most recent commit 3 months ago
Super Gradients ⭐ 4,125
Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.
dependent packages 5total releases 38most recent commit 3 months agopypi super-gradients} Downloads
Silero Models ⭐ 4,088
Silero Models: pre-trained speech-to-text, text-to-speech and text-enhancement models made embarrassingly simple
dependent packages 4total releases 4most recent commit 6 months agopypi silero} Downloads
Openprompt ⭐ 4,006
An Open-Source Framework for Prompt-Learning.
dependent packages 2total releases 5most recent commit 3 months agopypi openprompt} Downloads
Superduperdb ⭐ 3,924
🔮 SuperDuperDB: Bring AI to your database! Build, deploy and manage any AI application directly with your existing data infrastructure, without moving your data. Including streaming inference, scalable model training and vector search.
total releases 5most recent commit 3 months ago
Facenet Pytorch ⭐ 3,809
Pretrained Pytorch face detection (MTCNN) and facial recognition (InceptionResnet) models
dependent packages 16total releases 32most recent commit 6 months agopypi facenet-pytorch} Downloads
Efficient Ai Backbones ⭐ 3,770
Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.
most recent commit a month ago
The 10 Most Depended On Pretrained Models Open Source Projects
Transformers ⭐ 124,049
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
dependent packages 2,484total releases 125latest release November 15, 2023most recent commit 16 days agopypi transformers} Downloads
Huggingface_hub ⭐ 1,462
The official Python client for the Huggingface Hub.
dependent packages 552total releases 89latest release November 16, 2023most recent commit 3 months agopypi huggingface-hub} Downloads
Open_clip ⭐ 7,355
An open source implementation of CLIP.
dependent packages 54total releases 42latest release October 24, 2023most recent commit 4 months agopypi open-clip-torch} Downloads
Segmentation_models.pytorch ⭐ 8,226
Segmentation models with pretrained backbones. PyTorch.
dependent packages 49total releases 13latest release September 19, 2019most recent commit 5 months agopypi segmentation-models-pytorch} Downloads
Efficientnet Pytorch ⭐ 6,577
A PyTorch implementation of EfficientNet and EfficientNetV2 (coming soon!)
dependent packages 36total releases 13latest release April 15, 2021most recent commit 2 years agopypi efficientnet-pytorch} Downloads
Clarifai Python ⭐ 384
Experience the power of Clarifai’s AI platform with the python SDK. 🌟 Star to support our work!
dependent packages 31total releases 98latest release December 11, 2023most recent commit a month agopypi clarifai} Downloads
Facenet Pytorch ⭐ 3,809
Pretrained Pytorch face detection (MTCNN) and facial recognition (InceptionResnet) models
dependent packages 16total releases 32latest release March 10, 2021most recent commit 6 months agopypi facenet-pytorch} Downloads
The 10 Latest Releases In Pretrained Models Open Source Projects
Clarifai Python ⭐ 384
Experience the power of Clarifai’s AI platform with the python SDK. 🌟 Star to support our work!
dependent packages 31total releases 98latest release December 11, 2023most recent commit a month agopypi clarifai} Downloads
Deepsparse ⭐ 2,729
Sparsity-aware deep learning inference runtime for CPUs
dependent packages 3total releases 141latest release December 07, 2023most recent commit 3 months agopypi deepsparse-nightly} Downloads
Swissarmytransformer ⭐ 803
SwissArmyTransformer is a flexible and powerful library to develop your own Transformer variants.
dependent packages 1total releases 39latest release December 07, 2023most recent commit 3 months agopypi SwissArmyTransformer} Downloads
Sparsezoo ⭐ 347
Neural network model repository for highly sparse and sparse-quantized models with matching sparsification recipes
dependent packages 7total releases 26latest release December 04, 2023most recent commit 3 months agopypi sparsezoo} Downloads
Funasr ⭐ 2,315
A Fundamental End-to-End Speech Recognition Toolkit and Open Source SOTA Pretrained Models.
dependent packages 2total releases 42latest release November 28, 2023most recent commit 3 months agopypi funasr} Downloads
Super Gradients ⭐ 4,125
Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.
dependent packages 5total releases 38latest release November 23, 2023most recent commit 3 months agopypi super-gradients} Downloads
Petals ⭐ 8,040
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
dependent packages 1total releases 18latest release November 20, 2023most recent commit 4 months agopypi petals} Downloads
Huggingface_hub ⭐ 1,462
The official Python client for the Huggingface Hub.
dependent packages 552total releases 89latest release November 16, 2023most recent commit 3 months agopypi huggingface-hub} Downloads
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