Instructions to use Flo444/example-lora-realistic with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use Flo444/example-lora-realistic with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("stable-diffusion-v1-5/stable-diffusion-v1-5", dtype=torch.bfloat16, device_map="cuda") pipe.load_lora_weights("Flo444/example-lora-realistic") prompt = "Beautiful realistic landscape, mountains, river" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Draw Things
- DiffusionBee
| tags: | |
| - text-to-image | |
| - lora | |
| - diffusers | |
| - template:diffusion-lora | |
| widget: | |
| - text: >- | |
| Beautiful realistic landscape, mountains, river | |
| parameters: | |
| negative_prompt: >- | |
| blurry, low quality, distorted, extra limbs, cartoon, painting, anime | |
| style, out of frame, bad proportions | |
| output: | |
| url: https://i.imgur.com/bDeXN8g.png | |
| base_model: stable-diffusion-v1-5/stable-diffusion-v1-5 | |
| instance_prompt: realistic landscape, scenic, nature view | |
| license: bigscience-openrail-m | |
| # Example LoRA - Realistic Landscapes | |
| <Gallery /> | |
| ## Model description | |
| Example LoRA - Realistic Landscapes This LoRA was trained on a small curated dataset of realistic outdoor and nature landscape images, using stable-diffusion-v1-5 as the base model. | |
| It aims to enhance the generation of highly realistic, vivid scenic imagery with natural lighting, detailed textures, and a cinematic feel. | |
| Training Details: | |
| Base model: Stable Diffusion v1.5 | |
| Resolution: 512x512 | |
| Steps: 2,500 | |
| Batch size: 4 | |
| Learning rate: 1e-4 | |
| Optimizer: AdamW | |
| LoRA Rank: 4 | |
| LoRA Alpha: 4 | |
| How to use: Load the LoRA with your preferred Stable Diffusion WebUI or Colab. | |
| Use the trigger words: realistic landscape, scenic, nature view. | |
| Adjust the weight between 0.6–0.9 for best results. | |
| Trigger words | |
| You should use realistic landscape to trigger the image generation. | |
| You should use scenic to trigger the image generation. | |
| You should use nature view to trigger the image generation. | |
| Download model | |
| Weights for this model are available in Safetensors format. | |
| Download them in the Files & versions tab. | |
| ## Trigger words | |
| You should use `realistic landscape` to trigger the image generation. | |
| You should use `scenic` to trigger the image generation. | |
| You should use `nature view` to trigger the image generation. | |
| ## Download model | |
| Weights for this model are available in Safetensors format. | |
| [Download](/Flo444/example-lora-realistic/tree/main) them in the Files & versions tab. | |