retomaton
PyTorch code for the RetoMaton paper: "Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval" (ICML 2022) (by neulab)
quaterion
Blazing fast framework for fine-tuning similarity learning models (by qdrant)
| retomaton | quaterion | |
|---|---|---|
| 1 | 4 | |
| 71 | 647 | |
| - | 0.6% | |
| 0.0 | 0.0 | |
| over 2 years ago | 19 days ago | |
| Python | Python | |
| MIT License | Apache License 2.0 |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
retomaton
Posts with mentions or reviews of retomaton.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-10-22.
quaterion
Posts with mentions or reviews of quaterion.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-07-13.
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Similarity Learning lacks a framework. So we built one
PML is a great collection of implementations, but not the best framework. Also you can use PML with Quaterion: https://github.com/qdrant/quaterion/blob/master/examples/tra...
- Show HN: Quaterion – x100 faster fine-tuning of similarity learning models
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[N] Quaterion, a blazingly fast framework for similarity learning.
Just released. Quaterion — an open source framework for training and fine-tuning similarity learning models. It enables you to train models significantly (100x) faster, and iterate over experiments in minutes instead of hours even with a laptop GPU. It takes advantage of the PyTorch Lightning backend to make a flexible and scalable learning pipeline. GitHub https://github.com/qdrant/quaterion
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Introducing the Quaterion: a framework for fine-tuning similarity learning models
Quaterion on GitHub: https://github.com/qdrant/quaterion
What are some alternatives?
When comparing retomaton and quaterion you can also consider the following projects:
RETRO-pytorch - Implementation of RETRO, Deepmind's Retrieval based Attention net, in Pytorch
awesome-metric-learning - 😎 A curated list of awesome practical Metric Learning and its applications