minLoRA
SkinDeep
| minLoRA | SkinDeep | |
|---|---|---|
| 3 | 16 | |
| 389 | 928 | |
| - | - | |
| 2.4 | 3.1 | |
| 11 months ago | 12 months ago | |
| Jupyter Notebook | Jupyter Notebook | |
| MIT License | Apache License 2.0 |
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minLoRA
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[D] Is it possible to train the same LLM instance on different users' data?
This repository seems to be doing it. Basically, you want to take the weights/biases that were trained during the LoRA training process and include them in the compute graph for the larger network, or remove them.
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[P] minLoRA: An Easy-to-Use PyTorch Library for Applying LoRA to PyTorch Models
Theirs requires you to rewrite the whole model and replace every layer you want to apply LoRA to to the LoRA counterpart, or use monky-patching. Mine utilizes PyTorch parametrizations to inject the LoRA logic to existing models. If your model has nn.Linear, you can call add_lora(model) to add LoRA to all the linear layers. And it's not limited to Linear, you can see how I extended it to Embedding, Conv2d in a couple lines of code. https://github.com/cccntu/minLoRA/blob/main/minlora/model.py
SkinDeep
- [P] SkinDeep 2.0 : SkinDeep Tattoo removal project now powered by ControlNet. GitHub Link in comments/Images.
- Remove Tattoos using code, Close to Photoshop results
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Garments Crease/Wrinkles/Dirt Removal using AI/Computer Vision?
You should be able to use this and just train it on your own dataset: https://github.com/vijishmadhavan/SkinDeep
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SkinDeep model on video, I tried to use my tattoo removal model on Video, Please have a look. GitHub Link in comments.
GitHub Link : https://github.com/vijishmadhavan/SkinDeep
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Tattoos removed on video using Machine learning/AI. Loss of detail is evident but it's just a start. Is it any good?
Work is on, I believe it would provide better results with time. It does pretty good with photos, please have a look. https://github.com/vijishmadhavan/SkinDeep
- How to convert live video camera stream to sketch in real time [Project]
- Show HN: SkinDeep, Remove Tattoos Using Deep Learning
- SkinDeep, Remove Tattoos Using Deep Learning
- SkinDeep, Remove Tattoos using AI.
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Remove your Tattoos Using Deep Learning / Code Link is given in the comment
Code: https://github.com/vijishmadhavan/SkinDeep
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