transformers.js

Browser-based ML API

An API for using pre-trained machine learning models in web browsers without the need for a server

State-of-the-art Machine Learning for the web. Run 🤗 Transformers directly in your browser, with no need for a server!

GitHub

12k stars
82 watching
766 forks
Language: JavaScript
last commit: 5 days ago
browserjavascripttransformerswebml

Related projects:

Repository Description Stars
huggingface/transformers A collection of pre-trained machine learning models for various natural language and computer vision tasks, enabling developers to fine-tune and deploy these models on their own projects. 135,022
huggingface/swift-coreml-transformers Provides Swift implementations of popular transformer-based models for question answering and text generation. 1,615
huggingface/pytorch-openai-transformer-lm Implementing OpenAI's transformer language model in PyTorch with pre-trained weights and fine-tuning capabilities 1,511
huggingface/trl A library designed to train transformer language models with reinforcement learning using various optimization techniques and fine-tuning methods. 10,053
huggingface/tflite-android-transformers Converts popular transformer models to run on Android devices for efficient inference and generation tasks. 392
google-research/vision_transformer Provides pre-trained models and code for training vision transformers and mixers using JAX/Flax 10,450
jsksxs360/how-to-use-transformers A comprehensive guide to using the Transformers library for natural language processing tasks 1,133
facebookresearch/metaseq A codebase for working with Open Pre-trained Transformers, enabling deployment and fine-tuning of transformer models on various platforms. 6,515
huggingface/autotrain-advanced A tool for automating machine learning model training and deployment 4,023
huggingface/datasets A tool providing efficient data manipulation and loading for machine learning models 19,258
huggingface/tokenizers A toolkit providing optimized tokenizers for natural language processing tasks in various programming languages. 9,051
nlpodyssey/cybertron A Go package providing an easy interface to use pre-trained NLP models from the HuggingFace repository for tasks like text classification and machine translation. 286
kimiyoung/transformer-xl Implementations of a neural network architecture for language modeling 3,611
huggingface/lerobot A platform providing pre-trained models, datasets, and tools for robotics with focus on imitation learning and reinforcement learning. 7,518
google-research/text-to-text-transfer-transformer Provides tools and libraries for training and fine-tuning large language models using transformer architectures 6,170