smaller-transformers
Load What You Need: Smaller Multilingual Transformers for Pytorch and TensorFlow 2.0. (by Geotrend-research)
labse
Language-agnostic BERT Sentence Embedding (LaBSE) (by bojone)
| smaller-transformers | labse | |
|---|---|---|
| 1 | 1 | |
| 96 | 129 | |
| - | - | |
| 0.0 | 0.0 | |
| about 2 years ago | over 3 years ago | |
| Jupyter Notebook | Python | |
| Apache License 2.0 | - |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
smaller-transformers
Posts with mentions or reviews of smaller-transformers.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-09-15.
-
[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)
labse
Posts with mentions or reviews of labse.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-09-15.
-
[P] Make LaBSE(language-agnostic BERT Sentence Embedding) smaller for practical usage
Code for https://arxiv.org/abs/2007.01852 found: https://github.com/bojone/labse
What are some alternatives?
When comparing smaller-transformers and labse you can also consider the following projects:
pytorch-generative - Easy generative modeling in PyTorch.
smaller-labse - Applying "Load What You Need: Smaller Versions of Multilingual BERT" to LaBSE
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.