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Run Growth:
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Growth Rate:
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Sponsored by
Vmake Labs Video Enhancer
kpsss34 / stable-diffusion-3.5-medium-nf4
Model's Last Updated: July 10 2025
text-to-image
Introduction of stable-diffusion-3.5-medium-nf4
Model Details of stable-diffusion-3.5-medium-nf4
install dependencies
- pip install bitsandbytes
- pip install -U diffusers transformer
from diffusers import BitsAndBytesConfig, SD3Transformer2DModel
from diffusers import StableDiffusion3Pipeline
import torch
import gc
gc.collect()
torch.cuda.empty_cache()
torch.cuda.ipc_collect()
model_id = "kpsss34/stable-diffusion-3.5-medium-nf4"
nf4_config = BitsAndBytesConfig(
load_in_4bit=True,
bnb_4bit_quant_type="nf4",
bnb_4bit_compute_dtype=torch.bfloat16
)
model_nf4 = SD3Transformer2DModel.from_pretrained(
model_id,
subfolder="transformer",
quantization_config=nf4_config,
torch_dtype=torch.bfloat16
)
pipeline = StableDiffusion3Pipeline.from_pretrained(
model_id,
transformer=model_nf4,
torch_dtype=torch.bfloat16
)
#pipeline.enable_model_cpu_offload() #if you want cpu offload use this
prompt = "a red cat"
image = pipeline(
prompt=prompt,
num_inference_steps=40,
guidance_scale=4.5,
max_sequence_length=512,
).images[0]
image.save("./whimsical.png")
Runs of kpsss34 stable-diffusion-3.5-medium-nf4 on huggingface.co
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More Information About stable-diffusion-3.5-medium-nf4 huggingface.co Model
Url of stable-diffusion-3.5-medium-nf4
stable-diffusion-3.5-medium-nf4 huggingface.co Url
Provider of stable-diffusion-3.5-medium-nf4 huggingface.co
Other API from kpsss34
Updated:February 27 2026
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