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Update install instructions
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rockerBOO committed Nov 12, 2023
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Expand Up @@ -49,9 +49,12 @@ tqdm

Can install them one of the following:

- `pip install torch safetensors tqdm`,
- make/use with a venv/conda
- add this script to your training directory (to access the dependencies).
- Add this script to your training directory and use the virtual environment
(`venv`). **RECOMMENDED**
- Make/use with a venv/conda
- `pip install safetensors tqdm` (See
[Get started](https://pytorch.org/get-started/locally/) for instructions on
how to install PyTorch)

## Usage

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- average magnitude: square each weight, add them up, get the square root
- average strength: abs each weight, add them up, get average
- debiased estimation loss: [Debias the Training of Diffusion Models](https://arxiv.org/abs/2310.08442)
- debiased estimation loss:
[Debias the Training of Diffusion Models](https://arxiv.org/abs/2310.08442)

## Update metadata

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