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laion-ai / laionide

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

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Run time and cost

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

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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.