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lcm-ssd-1b-full-model
Vargol/lcm-ssd-1b-full-model
lcm-ssd-1b-full-model is a text-to-image model from Vargol. Use it when you need an image from a text prompt. It is set up for diffusers. The card lists the license as openrail++.
This is a copy of the SSD-1B model (https://huggingface.co/segmind/SSD-1B) with the unet replaced with the LCM distilled unet (https://huggingface.co/latent-consistency/lcm-ssd-1b) and scheduler config set to default…
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At a glance
- Task
- Text-to-Image
- Library
- diffusers
- License
- openrail++
- Access
- Public
- Created
- Nov 14, 2023
- Updated
- Nov 17, 2023
- SHA
- e648e106
Model card
From the Hugging Face model README
This is a copy of the SSD-1B model (https://huggingface.co/segmind/SSD-1B) with the unet replaced with the LCM distilled unet (https://huggingface.co/latent-consistency/lcm-ssd-1b) and scheduler config set to default to the LCM Scheduler.
This makes LCM SSD-1B run as a standard Diffusion Pipeline
from diffusers import DiffusionPipeline
import torch
pipe = DiffusionPipeline.from_pretrained(
"Vargol/lcm-ssd-1b-full-model", variant='fp16', torch_dtype=torch.float16
).to("mps")
prompt = "Self-portrait oil painting, a beautiful cyborg with golden hair, 8k"
generator = torch.manual_seed(0)
image = pipe(
prompt=prompt, num_inference_steps=4, generator=generator, guidance_scale=8.0
).images[0]
image.save('distilled.png')
- Task
- Text-to-Image
- Library
- diffusers
- License
- openrail++
- Created
- Nov 14, 2023
- Updated
- Nov 17, 2023