metadata

tags:
  - text-to-image
  - lora
  - diffusers
  - template:diffusion-lora
widget:
  - text: >-
      A photorealistic portrait of a young woman with short dark brown hair,
      wearing a grey spaghetti-strap top, standing outdoors in soft daylight.
      The background includes a blurred pool and greenery, creating a serene and
      summery atmosphere. Warm lighting highlights her natural beauty and
      relaxed expression.
    output:
      url: images/3.webp
  - text: >-
      Man in the style of dark beige and brown, uhd image, youthful
      protagonists, nonrepresentational photography
    output:
      url: images/55.webp
  - text: >-
      Black and white photography in style by Bruce Davidson, fashion editorial,
      dark haired woman of long exposure photography through artistic lens, 
      highres, realistic photo, professional photography, cinematic angle,
      dynamic light back shining, bokeh
    output:
      url: images/33.webp
base_model: stabilityai/stable-diffusion-3.5-large
instance_prompt: photorealistic
license: creativeml-openrail-m

SD3.5-Large-Photorealistic-LoRA

Prompt
A photorealistic portrait of a young woman with short dark brown hair, wearing a grey spaghetti-strap top, standing outdoors in soft daylight. The background includes a blurred pool and greenery, creating a serene and summery atmosphere. Warm lighting highlights her natural beauty and relaxed expression.

Prompt
Man in the style of dark beige and brown, uhd image, youthful protagonists, nonrepresentational photography

Prompt
Black and white photography in style by Bruce Davidson, fashion editorial, dark haired woman of long exposure photography through artistic lens, highres, realistic photo, professional photography, cinematic angle, dynamic light back shining, bokeh

The model is still in the training phase. This is not the final version and may contain artifacts and perform poorly in some cases.

Model description

prithivMLmods/SD3.5-Large-Photorealistic-LoRA

Image Processing Parameters

Parameter	Value	Parameter	Value
LR Scheduler	constant	Noise Offset	0.03
Optimizer	AdamW	Multires Noise Discount	0.1
Network Dim	64	Multires Noise Iterations	10
Network Alpha	32	Repeat & Steps	20 & 1.5K
Epoch	10	Save Every N Epochs	1

Labeling: florence2-en(natural language & English)

Total Images Used for Training : 40

Setting up

import torch
from diffusers import StableDiffusion3Pipeline

pipe = StableDiffusion3Pipeline.from_pretrained("stabilityai/stable-diffusion-3.5-large", torch_dtype=torch.bfloat16)
pipe.load_lora_weights("prithivMLmods/SD3.5-Large-Photorealistic-LoRA", weight_name="Photorealistic-SD3.5-Large-LoRA.safetensors")
pipe.fuse_lora(lora_scale=1.0)
pipe.to("cuda")

prompt = "Man in the style of dark beige and brown, uhd image, youthful protagonists, nonrepresentational photography"
negative_prompt = "(lowres, low quality, worst quality)"

image = pipe(prompt=prompt,
             negative_prompt=negative_prompt
             num_inference_steps=24, 
             guidance_scale=4.0,
             width=960, height=1280,
            ).images[0]
image.save(f"example.jpg")

Trigger words

You should use photorealistic to trigger the image generation.

You should use photography to trigger the image generation.

Download model

Weights for this model are available in Safetensors format.

Download them in the Files & versions tab.