transformers.js
Model runner
An open-source JavaScript library for running machine learning models in the browser without a server.
State-of-the-art Machine Learning for the web. Run 🤗 Transformers directly in your browser, with no need for a server!
12k stars
81 watching
785 forks
Language: JavaScript
last commit: 11 months 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. | 136,357 |
| huggingface/swift-coreml-transformers | Provides Swift implementations of popular transformer-based models for question answering and text generation. | 1,618 |
| 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. | 10,308 |
| huggingface/tflite-android-transformers | Converts popular transformer models to run on Android devices for efficient inference and generation tasks. | 396 |
 google-research/vision_transformer | Provides pre-trained models and code for training vision transformers and mixers using JAX/Flax | 10,620 |
 jsksxs360/how-to-use-transformers | A comprehensive guide to using the Transformers library for natural language processing tasks | 1,220 |
 facebookresearch/metaseq | A codebase for working with Open Pre-trained Transformers, enabling deployment and fine-tuning of transformer models on various platforms. | 6,519 |
| huggingface/autotrain-advanced | A no-code solution for training state-of-the-art machine learning models quickly and easily. | 4,151 |
| huggingface/datasets | A tool providing efficient data manipulation and loading for machine learning models | 19,349 |
| huggingface/tokenizers | A toolkit providing optimized tokenizers for natural language processing tasks in various programming languages. | 9,156 |
 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. | 293 |
 kimiyoung/transformer-xl | Implementations of a neural network architecture for language modeling | 3,619 |
| huggingface/lerobot | A platform providing pre-trained models, datasets, and tools for robotics with focus on imitation learning and reinforcement learning. | 7,874 |
| google-research/text-to-text-transfer-transformer | Provides tools and libraries for training and fine-tuning large language models using transformer architectures | 6,215 |