lightly-ai / lightly-ai/lightly-train

DinoV3 Support

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#548 3 comments 0 reactions 0 assignees View on GitHub

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enhancement
Dominant language
Python
Stars
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Forks
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Avg merge
2d 21h
Merged PRs (30d)
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Description

Hi, Nice work! When can DINOV3 be supported to perform the pretrain process?

Contributor guide

Open the contributing guide

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start by comparing the repository's existing DINOv2 support with the requested DINOv3 pretraining path; no file, test, or entry point is named. Done would require defined DINOv3 pretraining support and an agreed way to verify it.

Written by the indexing model from the issue text.

Assessment

Tech stack
python, pytorch
Domain
computer-vision, machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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