https://github.com/katanaml/text-completion
Text completion with Hugging Face and TensorFlow.js running on Node.js
https://github.com/katanaml/text-completion
distilbert huggingface javascript nlp python tensorflowjs
Last synced: 7 months ago
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Text completion with Hugging Face and TensorFlow.js running on Node.js
- Host: GitHub
- URL: https://github.com/katanaml/text-completion
- Owner: katanaml
- License: apache-2.0
- Created: 2021-12-15T20:39:45.000Z (almost 4 years ago)
- Default Branch: main
- Last Pushed: 2021-12-23T19:28:48.000Z (almost 4 years ago)
- Last Synced: 2025-01-12T16:11:16.030Z (9 months ago)
- Topics: distilbert, huggingface, javascript, nlp, python, tensorflowjs
- Language: Python
- Homepage:
- Size: 126 KB
- Stars: 3
- Watchers: 4
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Katana ML Text Completion 🤗
## Description
Runs with with Hugging Face DistilBERT and TensorFlow.js on Node.js
- distilbert-model - converter from Hugging Face model format to TensorFlow SavedModel
This is work in progress repo. I'm working on TensorFlow.js part to load SavedModel and run inference.
## References
- [DistilBERT base model (uncased)](https://huggingface.co/distilbert-base-uncased)
- [How Hugging Face achieved a 2x performance boost for Question Answering with DistilBERT in Node.js](https://blog.tensorflow.org/2020/05/how-hugging-face-achieved-2x-performance-boost-question-answering.html)
## Author
[Katana ML](https://katanaml.io), [Andrej Baranovskij](https://github.com/abaranovskis-redsamurai)
## License
Licensed under the Apache License, Version 2.0. Copyright 2020-2021 Katana ML, Andrej Baranovskij. [Copy of the license](https://github.com/katanaml/text-completion/blob/main/LICENSE).