smaller-labse
smaller-transformers
| smaller-labse | smaller-transformers | |
|---|---|---|
| 1 | 1 | |
| 17 | 90 | |
| - | - | |
| 0.0 | 0.0 | |
| over 2 years ago | almost 2 years ago | |
| Python | Jupyter Notebook | |
| Apache License 2.0 | Apache License 2.0 |
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smaller-labse
smaller-transformers
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[P] Make LaBSE(language-agnostic BERT Sentence Embedding) smaller for practical usage
Load What You Need: Smaller Versions of Multilingual BERT (Paper: https://arxiv.org/abs/2010.05609, GitHub: https://github.com/Geotrend-research/smaller-transformers)
What are some alternatives?
BERTopic - Leveraging BERT and c-TF-IDF to create easily interpretable topics.
labse - Language-agnostic BERT Sentence Embedding (LaBSE)
Fast_Sentence_Embeddings - Compute Sentence Embeddings Fast!
pytorch-generative - Easy generative modeling in PyTorch.
inltk - Natural Language Toolkit for Indic Languages aims to provide out of the box support for various NLP tasks that an application developer might need
transformers-interpret - Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.
adaptnlp - An easy to use Natural Language Processing library and framework for predicting, training, fine-tuning, and serving up state-of-the-art NLP models.
pytorch-sentiment-analysis - Tutorials on getting started with PyTorch and TorchText for sentiment analysis.