transformers
Model repository
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.
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
135k stars
1k watching
27k forks
Language: Python
last commit: 6 days ago
Linked from 9 awesome lists
bertdeep-learningflaxhacktoberfestjaxlanguage-modellanguage-modelsmachine-learningmodel-hubnatural-language-processingnlpnlp-librarypretrained-modelspythonpytorchpytorch-transformersseq2seqspeech-recognitiontensorflowtransformer
josephmisiti/awesome-machine-learning
ethicalml/awesome-production-machine-learning
keon/awesome-nlp
bharathgs/awesome-pytorch-list
krzjoa/awesome-python-data-science
separius/awesome-sentence-embedding
n2cholas/awesome-jax
amrzv/awesome-colab-notebooks
accelerated-text/awesome-nlgRelated projects:
| Repository | Description | Stars |
|---|---|---|
| huggingface/transformers.js | An API for using pre-trained machine learning models in web browsers without the need for a server | 12,085 |
| huggingface/swift-coreml-transformers | Provides Swift implementations of popular transformer-based models for question answering and text generation. | 1,615 |
| huggingface/trl | A library designed to train transformer language models with reinforcement learning using various optimization techniques and fine-tuning methods. | 10,053 |
| huggingface/pytorch-openai-transformer-lm | Implementing OpenAI's transformer language model in PyTorch with pre-trained weights and fine-tuning capabilities | 1,511 |
 google-research/vision_transformer | Provides pre-trained models and code for training vision transformers and mixers using JAX/Flax | 10,450 |
 kimiyoung/transformer-xl | Implementations of a neural network architecture for language modeling | 3,611 |
| huggingface/tflite-android-transformers | Converts popular transformer models to run on Android devices for efficient inference and generation tasks. | 392 |
 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/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 |
 adapter-hub/adapters | A unified library for parameter-efficient and modular transfer learning in NLP tasks | 2,577 |
| huggingface/datasets | A tool providing efficient data manipulation and loading for machine learning models | 19,258 |
| huggingface/autotrain-advanced | A tool for automating machine learning model training and deployment | 4,023 |
| huggingface/peft | An efficient method for fine-tuning large pre-trained models by adapting only a small fraction of their parameters | 16,437 |
 poloclub/transformer-explainer | An interactive visualization tool to help users understand how large language models like GPT work | 3,347 |