laion-ai / laionide

Generate images from text quickly. See https://replicate.com/afiaka87/laionide-v2 for a new checkpoint.

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7.3K runs
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Run time and cost

This model costs approximately $0.039 to run on Replicate, or 25 runs per $1, but this varies depending on your inputs. It is also open source and you can run it on your own computer with Docker.

This model runs on Nvidia T4 GPU hardware. Predictions typically complete within 3 minutes. The predict time for this model varies significantly based on the inputs.

Readme

LAIONIDE

Generate images from text - quickly.

Update: February 22, 2022

Thanks to stability.ai I was able to continue finetuning on LAION2B for awhile. Check it out at laionide v2

Update: February 15, 2022

Significantly reduced number of steps needed, improved generations.
(thanks to) Added PLMS sampling from Pseudo Numerical Methods for Diffusion. Implementation by Katherine Crowson (https://github.com/crowsonkb/glide-text2im).

Coming soon:

Checkpoints finetuned even more on LAION2B.
ETA: 3-5 days

GLIDE (base filtered) finetuned on 1 million samples from LAION400M for 2 epochs.

The upsampler is also finetuned for about 200K samples.

Checkpoint by Clay Mullis aka afiaka87. Code modified from openai/glide-text2im/notebooks/clip-guided.ipynb

Thanks to nshepperd, neverix, alstroemeria, Jack, Kianne, Thuna, valteralred and others!

Thanks to all of the team and contributors at laion.ai and the dalle-pytorch discord for creating a great dataset and community.