🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
- nlp
- natural-language-processing
- pytorch
- pytorch-transformers
Repository Index
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Transforms complex documents like PDFs and Office docs into LLM-ready markdown/JSON for your Agentic workflows.
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
- pytorch
- resnet
- pretrained-models
- pretrained-weights
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
TranslatedThe official repo of Qwen chat & pretrained large language model proposed by Alibaba Cloud.
- chinese
- large-language-models
- natural-language-processing
- flash-attention
Janus-Series: Unified Multimodal Understanding and Generation Models
- any-to-any
- foundation-models
- llm
- multimodal
Pretrained models for TensorFlow.js
An open source implementation of CLIP.
- deep-learning
- pytorch
- computer-vision
- language-model
20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.
Easy-to-use and powerful LLM and SLM library with awesome model zoo.
- nlp
- embedding
- bert
- ernie
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
- segmentation
- image-processing
- pspnet
- unet
TranslatedLarge Scale Chinese Corpus for NLP
- chinese-dataset
- chinese-corpus
- pretrain
- word2vec
A collection of pre-trained, state-of-the-art models in the ONNX format
- onnx
- models
- download
- pretrained
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
- imagenet
- resnet
- resnext
- pretrained
CodeGeeX: An Open Multilingual Code Generation Model (KDD 2023)
- code-generation
- pretrained-models
- tools
A PyTorch implementation of EfficientNet
- efficientnet-pytorch
- imagenet
- feature-extraction
- pretrained-models
Translateda state-of-the-art-level open visual language model | multimodal pre-trained model
- cross-modality
- language-model
- multi-modal
- pretrained-models
TranslatedThe official repo of Qwen-VL chat & pretrained large vision language model proposed by Alibaba Cloud.
- large-language-models
- vision-language-model
The image prompt adapter is designed to enable a pretrained text-to-image diffusion model to generate images with image prompt.
XLNet: Generalized Autoregressive Pretraining for Language Understanding
Silero Models: pre-trained text-to-speech models made embarrassingly simple
- speech-to-text
- pretrained-models
- pytorch
- colab
Chinese version of CLIP which achieves Chinese cross-modal retrieval and representation generation.
- chinese
- computer-vision
- multi-modal-learning
- nlp