Total runs:
769
Run Growth:
-1.7K
Growth Rate:
-230.24%
Sponsored by
APIMart
furusu / LCM-Acertainty
Model's Last Updated: November 09 2023
text-to-image
Introduction of LCM-Acertainty
Model Details of LCM-Acertainty
ACertainty を Latent Consistency Model の手法で蒸留して4～8ステップほどで生成できるようにしました。性能はまだまだという感じです。
学習
rank=128(conv rank=32)のLoRAをバッチサイズ16で学習率5e-4で20000ステップ学習しました。公開したモデルはLoRAをマージ済みです。guidance_scaleは7.0固定で、学習対象になっていないのでguidance_scaleを変えても効果ありません。emaのrateは0.999です。学習中に無条件生成ではなくnegative_promptを使っています。
from diffusers import DiffusionPipeline
import torch
pipe = DiffusionPipeline.from_pretrained("furusu/LCM-Acertainty", custom_pipeline="latent_consistency_txt2img", custom_revision="main")
pipe.to(torch_device="cuda", torch_dtype=torch.float16)
prompt = "anime, masterpiece, best quality, 1girl, solo, blush, sitting, twintails, blonde hair, bowtie, school uniforme, nature"
num_inference_steps =4
images = pipe(prompt=prompt, num_inference_steps=num_inference_steps, guidance_scale=5.0, lcm_origin_steps=50, height=768, width=768, output_type="pil").images
images[0].save("./aaaaa.png")
Runs of furusu LCM-Acertainty on huggingface.co
32
Total runs
0
24-hour runs
2
3-day runs
3
7-day runs
6
30-day runs
More Information About LCM-Acertainty huggingface.co Model
Url of LCM-Acertainty
LCM-Acertainty huggingface.co Url
Provider of LCM-Acertainty huggingface.co
Other API from furusu
Updated:December 14 2023
Total runs:
54
Run Growth:
-1
Growth Rate:
-1.92%
Total runs:
23
Run Growth:
-1
Growth Rate:
-4.76%
Total runs:
19
Run Growth:
-5
Growth Rate:
-23.81%
Total runs:
10
Run Growth:
-2
Growth Rate:
-20.00%
Total runs:
3
Run Growth:
0
Growth Rate:
0.00%
Total runs:
1
Run Growth:
-1
Growth Rate:
-50.00%