p-image-edit-loras
Collection
Train LoRAs at https://replicate.com/prunaai/p-image-edit-trainer. Use LoRAs here: https://replicate.com/prunaai/p-image-edit-lora • 8 items • Updated
import torch
from diffusers import DiffusionPipeline
from diffusers.utils import load_image
# switch to "mps" for apple devices
pipe = DiffusionPipeline.from_pretrained("fill-in-base-model", dtype=torch.bfloat16, device_map="cuda")
pipe.load_lora_weights("PrunaAI/p-image-edit-next-scene-lora")
prompt = "Next Scene: The woman smokes a cigarette, dramatically."
input_image = load_image("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/cat.png")
image = pipe(image=input_image, prompt=prompt).images[0]Next Scene Lora
- Prompt
- Next Scene: The woman smokes a cigarette, dramatically.
- Prompt
- Next Scene: The woman walks towards a man in the car
- Prompt
- Next Scene: The cow is eating grass in the fields
- Prompt
- Next Scene: The man is shaking hands with another man.
- Prompt
- Next Scene: An old hand puts a glass of wine on the table next to the book.
Model description
This is an image-editing LoRA. Provide an input image and an instruction describing the edit. Trigger word: use Next Scene: in your instructions for best results. The examples below show input → output for different instructions.
Trigger word
Include Next Scene: in your edit instruction, for example:
Next Scene: <your edit instruction here>
Gallery
Example 1
Prompt: Next Scene: The woman smokes a cigarette, dramatically.
Input: 
Example 2
Prompt: Next Scene: The woman walks towards a man in the car
Input: 
Example 3
Prompt: Next Scene: The cow is eating grass in the fields
Input: 
Example 4
Prompt: Next Scene: The man is shaking hands with another man.
Input: 
Example 5
Prompt: Next Scene: An old hand puts a glass of wine on the table next to the book.
Input: 
LoRA scale
The gallery was generated with lora_scale=2.0. You can tune this when running inference (e.g. lower for a subtler effect, higher for a stronger style).
Use on Replicate
import replicate
output = replicate.run(
"prunaai/p-image-edit-lora:17651bd22e8c151cdb13a97b0f8554dce1e7238cd0a18cf90bc237ac5f0bc067",
input={
"images": ["https://example.com/input.png"],
"prompt": "Next Scene: your edit instruction",
"lora_weights": "https://huggingface.co/davidberenstein1957/p-image-edit-next-scene-lora/resolve/main/weights.safetensors",
"lora_scale": 2.0,
"hf_api_token": "your-hf-token",
}
)
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