Dreambooth Stable Diffusion training in just 12.5 GB VRAM, using the 8bit adam optimizer from bitsandbytes along with xformers while being 2 times faster.

• diffusers

  105 1,869 7.0 Python

  🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch (by ShivamShrirao)

had to add !pip install git+https://github.com/ShivamShrirao/diffusers.git to get the correct diffusers version to start training

• xformers_wheels

  2 16 0.0

I also made a wheels version now that I think should work on P100 too here: https://github.com/metrolobo/xformers_wheels/releases/download/1d31a3ac_various_6/xformers-0.0.14.dev0-cp37-cp37m-linux_x86_64.whl but not tested on any P100 as I just have the free one.

• WorkOS

  workos.com sponsored

  The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  

• diffusers

  266 22,429 9.9 Python

  🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.

  

theres ckpt to diffusers. I dont have enough knowledge to reverse the script so its diffusers to ckpt https://github.com/huggingface/diffusers/tree/main/scripts

• Dreambooth-Stable-Diffusion

  100 3,162 6.8 Jupyter Notebook

  Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) by way of Textual Inversion (https://arxiv.org/abs/2208.01618) for Stable Diffusion (https://arxiv.org/abs/2112.10752). Tweaks focused on training faces, objects, and styles. (by JoePenna)

• Dreambooth-Stable-Diffusion-cpu

  6 14 10.0 Jupyter Notebook

  Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion

Just found this one: https://github.com/andreae293/Dreambooth-Stable-Diffusion-cpu

• huggingface_hub

  104 1,675 9.6 Python

  The official Python client for the Huggingface Hub.

  

OSError: We couldn't connect to 'https://huggingface.co' to load this model, couldn't find it in the cached files and it looks like /content/models/imv is not the path to a directory containing a model_index.json file. Checkout your internet connection or see how to run the library in offline mode at 'https://huggingface.co/docs/diffusers/installation#offline-mode'.

• xformers

  46 7,523 9.4 Python

  Hackable and optimized Transformers building blocks, supporting a composable construction.

  

Cloning https://github.com/facebookresearch/xformers (to revision 1d31a3a) to /tmp/pip-install-_ed1j31_/xformers_536ced8f9a164a80bc61b1bdc77f3106

• InfluxDB

  www.influxdata.com sponsored

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

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