Repository Index

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

• nlp
• pre-trained-model
• unilm
• minilm

PaddleFormers is an easy-to-use library of pre-trained large language model zoo based on PaddlePaddle.

• model

A collection of pre-trained, state-of-the-art models in the ONNX format

• onnx
• models
• download
• pretrained

Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.

• semantic-segmentation
• image-segmentation
• image-matting
• interactive-segmentation

GLM-130B: An Open Bilingual Pre-Trained Model (ICLR 2023)

Official Implementation of OCR-free Document Understanding Transformer (Donut) and Synthetic Document Generator (SynthDoG), ECCV 2022

• document-ai
• eccv-2022
• multimodal-pre-trained-model
• ocr

Silero Models: pre-trained text-to-speech models made embarrassingly simple

• speech-to-text
• pretrained-models
• pytorch
• colab

Neural network 3D visualization framework, build interactive and intuitive model in browsers, support pre-trained deep learning models from TensorFlow, Keras, TensorFlow.js

• deep-learning
• tensorflow
• keras
• tfjs

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

• unet
• fpn
• segmentation
• keras

An Open-Source Framework for Prompt-Learning.

• nlp
• pre-trained-language-models
• ai
• nlp-machine-learning

Pre-trained Deep Learning models and demos (high quality and extremely fast)

• models
• caffemodel
• demo
• tensorflow-models

Bioinformatics'2020: BioBERT: a pre-trained biomedical language representation model for biomedical text mining

High level network definitions with pre-trained weights in TensorFlow

• tensorflow
• model
• zoo
• deep-learning

onnx-go gives the ability to import a pre-trained neural network within Go without being linked to a framework or library.

• go
• onnx
• neural-network
• open-source

🚀 Catalyst is a C# Natural Language Processing library built for speed. Inspired by spaCy's design, it brings pre-trained models, out-of-the box support for training word and document embeddings, and flexible entity recognition models.

• nlp
• natural-language-processing
• artificial-intelligence
• embeddings

DNABERT: pre-trained Bidirectional Encoder Representations from Transformers model for DNA-language in genome

• kmer
• dnabert-model
• kmer-format
• gpu

BlueBERT, pre-trained on PubMed abstracts and clinical notes (MIMIC-III).

• bert
• bert-model
• natural-language-processing
• pubmed

Repository for paper scMulan: a multitask generative pre-trained language model for single-cell analysis.

• foundation-models
• gpt
• single-cell