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danbooru2021_256px_guided_diffusion
naclbit/danbooru2021_256px_guided_diffusion
danbooru2021_256px_guided_diffusion is a machine learning model from naclbit. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
This is an unconditioned 256x256x3 guided-diffusion checkpoint trained with 4.8M images from the danbooru2021 dataset for about 22 epochs.
Access
Public
Updated Sep 23, 2022
Repo size
2.2 GB
Likes
4
Public
Repo makeup
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.pt2.2 GB · 100%
At a glance
- License
- mit
- Access
- Public
- Created
- Sep 3, 2022
- Updated
- Sep 23, 2022
- SHA
- c08248c0
Model card
From the Hugging Face model README
danbooru2021/256px guided-diffusion checkpoint
This is an unconditioned 256x256x3 guided-diffusion checkpoint trained with 4.8M images from the danbooru2021 dataset for about 22 epochs.
Sampling
Run image_sample.py from OpenAI's guided-diffusion repo or plug it into Disco Diffusion if you wish to diffuse with CLIP guidance.
python3 scripts/image_sample.py --num_samples 128 --timestep_respacing ddim250 --model_path ema_0.9999_940000.pt --attention_resolutions 32,16,8 --class_cond False --diffusion_steps 1000 --image_size 256 --learn_sigma True --noise_schedule linear --num_channels 256 --num_head_channels 64 --num_res_blocks 2 --resblock_updown True --use_fp16 True --use_scale_shift_norm True --use_ddim True
Hardware
- 8xNVIDIA A100 80GB
Credits
- Sta, AI Novelist Dev (https://ai-novel.com/) @ Bit192, Inc.
License
MIT License
- License
- mit
- Created
- Sep 3, 2022
- Updated
- Sep 23, 2022