lightonai/pylate

Late Interaction Models Training & Retrieval

65
/ 100
Established

This tool helps machine learning engineers and researchers fine-tune and retrieve information using advanced ColBERT models. It takes pre-trained language models and various datasets as input, enabling efficient training for tasks like document retrieval. The output is a fine-tuned ColBERT model ready for deployment in search and recommendation systems.

742 stars. Used by 3 other packages. Available on PyPI.

Use this if you need to build or enhance search and retrieval systems by training highly effective ColBERT models on specific datasets.

Not ideal if you are a business user looking for a ready-to-use search application without needing to train custom models.

information-retrieval search-systems machine-learning-engineering natural-language-processing model-training
Maintenance 10 / 25
Adoption 13 / 25
Maturity 25 / 25
Community 17 / 25

How are scores calculated?

Stars

742

Forks

65

Language

Python

License

MIT

Last pushed

Mar 06, 2026

Commits (30d)

0

Dependencies

10

Reverse dependents

3

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