qdrant / quaterion
Blazing fast framework for fine-tuning similarity learning models
Why this job: works in the areas we cover, but does not say which job it does
What it does
- Warp-speed fast. With the built-in caching mechanism, Quaterion enables you to train thousands of epochs with huge batch sizes even on *laptop GPU*.
- Small data compatible. Pre-trained models with specially designed head layers allow you to benefit even from a dataset you can label *in one day*.
- Customizable. Quaterion allows you to re-define any part of the framework, making it flexible even for large-scale and sophisticated training pipelines.
- Scalable. Quaterion is built on top of PyTorch Lightning and inherits all its scalability, cost-efficiency, and reliability perks.
Get started
pip install quaterion- Maintenance
- Active
- Last commit 2 months ago
- Stars
- 666
- +1 this week
- Licence
- Apache-2.0
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- v0.1.35
- Released 3 years ago
- Built with
- Python
- 100% of the code
Is it looked after?
- Contributors
- 2
- Last 90 days
- Issues
- 89% closed
- 9 still open
- Pull requests
- 112 merged
- 6 waiting
- Releases
- 4
- 0 in the last year
- Contributing guide (opens in new tab)
- No security policy
- Code of conduct (opens in new tab)
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More: languages, topics, project record and preview image
Languages
- Python 100%
Topics
- contrastive-learning
- cosine-similarity
- deep-learning
- knn
- machine-learning
- metric-learning
- nearest-neighbor-search
- python
- pytorch
- pytorch-lightning
- similarity-learning
- similarity-search
Project record
- JobOther AI tools
- StatusListed
- Commits223
- Forks46
- Watching8
- Stars in 28 days+2
- CreatedAug 31, 2021
- First seen by usNov 7, 2026
- CheckedNov 7, 2026
