divamgupta / divamgupta/stable-diffusion-tensorflow

Confusion about the new param download_weights

Open
#22 0 comments 0 reactions 0 assignees View on GitHub
Dominant language
Python
Stars
1.6k
Forks
229
PR merge metrics
No merged PRs in 30d

Description

In stable_diffusion.py,

```
if download_weights:
text_encoder_weights_fpath = keras.utils.get_file(
origin="https://huggingface.co/fchollet/stable-diffusion/resolve/main/text_encoder.h5",
file_hash="d7805118aeb156fc1d39e38a9a082b05501e2af8c8fbdc1753c9cb85212d6619",
)
diffusion_model_weights_fpath = keras.utils.get_file(
origin="https://huggingface.co/fchollet/stable-diffusion/resolve/main/diffusion_model.h5",
file_hash="a5b2eea58365b18b40caee689a2e5d00f4c31dbcb4e1d58a9cf1071f55bbbd3a",
)
decoder_weights_fpath = keras.utils.get_file(
origin="https://huggingface.co/fchollet/stable-diffusion/resolve/main/decoder.h5",
file_hash="6d3c5ba91d5cc2b134da881aaa157b2d2adc648e5625560e3ed199561d0e39d5",
)

text_encoder.load_weights(text_encoder_weights_fpath)
diffusion_model.load_weights(diffusion_model_weights_fpath)
decoder.load_weights(decoder_weights_fpath)
```

It seems to skip get_files(...) call and also load_weights(...). So this option is for randomized weights and only use it if you are training from absolute scratch?

Contributor guide

No contributing guide indexed for this repository

Assessment

This issue has not been assessed yet.

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.