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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

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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

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