lightly-ai / lightly-ai/lightly
Update I-JEPA example to use timm
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Description
I-JEPA is compatible with timm since https://github.com/lightly-ai/lightly/pull/1612
We should update the I-JEPA examples to use timm instead of torchvision:
- [ ] Update `examples/pytorch/ijepa.py`
- [ ] Update `examples/pytorch_lightning/ijepa.py`
- [ ] Update `examples/pytorch_lightning_distributed/ijepa.py`
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
Start by reading the three listed I-JEPA examples and the linked pull request 1612 to understand the timm compatibility. Update examples/pytorch/ijepa.py, examples/pytorch_lightning/ijepa.py, and examples/pytorch_lightning_distributed/ijepa.py to use timm instead of torchvision, then run the examples or their available checks to confirm they still work.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- computer-vision, machine-learning
- Issue type
- Refactor
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Clearly specified
- Newbie friendliness
- 45/100