lightly-ai / lightly-ai/lightly-train
[FEAT] JEPA framework
Open
Nobody has claimed this yet.
enhancement
- Dominant language
- Python
- Stars
- 1.7k
- Forks
- 116
- Avg merge
- 2d 21h
- Merged PRs (30d)
- 6
Description
Are there any plans to add the capacity to pretrain/distill JEPA models as V-JEPA or I-JEPA where the loss is MSE but in latent space?
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
No files, tests, or entry points are named. First clarify the intended JEPA scope, including V-JEPA versus I-JEPA and the latent-space MSE objective; completion criteria are not specified.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- computer-vision, machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Quiet
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100