https://github.com/bentoml/quickstart
BentoML Quickstart Example
Science Score: 26.0%
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○Scientific vocabulary similarity
Low similarity (8.5%) to scientific vocabulary
Repository
BentoML Quickstart Example
Basic Info
Statistics
- Stars: 8
- Watchers: 4
- Forks: 5
- Open Issues: 0
- Releases: 0
Metadata Files
README.md
Quickstart
This quickstart demonstrates how to build a text summarization application with a Transformer model from the Hugging Face Model Hub.
Prerequisites
Python 3.8+ and pip installed. See the Python downloads page to learn more.
Get started
Perform the following steps to run this project and deploy it to BentoCloud.
- Clone the repository:
bash
git clone https://github.com/bentoml/quickstart.git
cd quickstart
- Install BentoML and the required dependencies for the model.
bash
pip install bentoml torch transformers
- Serve your model as an HTTP server. This starts a local server at http://localhost:3000, making your model accessible as a web service.
bash
bentoml serve
- Once your Service is ready, you can deploy it to BentoCloud. Make sure you have logged in to BentoCloud and run the following command to deploy it.
bentoml deploy
Note: Alternatively, you can manually build a Bento, containerize it with Docker, and deploy it in any Docker-compatible environment.
For more information, see the Hello World example in the BentoML documentation.
Owner
- Name: BentoML
- Login: bentoml
- Kind: organization
- Location: San Francisco
- Website: https://bentoml.com
- Twitter: bentomlai
- Repositories: 76
- Profile: https://github.com/bentoml
The most flexible way to serve AI models in production
GitHub Events
Total
- Watch event: 2
- Push event: 6
- Pull request event: 4
Last Year
- Watch event: 2
- Push event: 6
- Pull request event: 4
Issues and Pull Requests
Last synced: 10 months ago
All Time
- Total issues: 0
- Total pull requests: 7
- Average time to close issues: N/A
- Average time to close pull requests: 6 days
- Total issue authors: 0
- Total pull request authors: 1
- Average comments per issue: 0
- Average comments per pull request: 0.0
- Merged pull requests: 7
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 0
- Pull requests: 2
- Average time to close issues: N/A
- Average time to close pull requests: 22 days
- Issue authors: 0
- Pull request authors: 1
- Average comments per issue: 0
- Average comments per pull request: 0.0
- Merged pull requests: 2
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
Pull Request Authors
- Sherlock113 (9)
Top Labels
Issue Labels
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Dependencies
- bentoml *
- torch *
- transformers *