|
|
--- |
|
|
tags: |
|
|
- text-to-image |
|
|
- lora |
|
|
- diffusers |
|
|
- template:diffusion-lora |
|
|
widget: |
|
|
- text: 'Intense Red, a black cat is facing the left side of the frame. The cats head is tilted upward, with its eyes closed. Its whiskers are protruding from its mouth, adding a touch of warmth to the scene. The background is a vibrant red, creating a striking contrast with the cats fur.' |
|
|
output: |
|
|
url: images/IR1.png |
|
|
- text: 'Intense Red, A black bird is perched on a thin branch. The bird has a black body and a black tail. Its head is turned to the left and its beak is pointed to the right. The background is a vibrant red and there is a shadow of a tree on the right side of the frame. The branch that the bird is sitting on is dark brown and has a few small black spots on it.' |
|
|
output: |
|
|
url: images/IR2.png |
|
|
- text: 'Intense Red, a silhouette of a man in a black wetsuit stands on a beach, holding a black surfboard in his right hand. The mans shadow is cast on the ground, adding a touch of color to the scene. The background is a vibrant red, creating a striking contrast to the man and his surfboard.' |
|
|
output: |
|
|
url: images/IR3.png |
|
|
base_model: black-forest-labs/FLUX.1-dev |
|
|
instance_prompt: Intense Red |
|
|
license: creativeml-openrail-m |
|
|
--- |
|
|
# Intense-Red-Flux-LoRA |
|
|
|
|
|
<Gallery /> |
|
|
|
|
|
- Hosted Here🧨: https://huggingface.co/spaces/prithivMLmods/FLUX-LoRA-DLC |
|
|
|
|
|
**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/Intense-Red-Flux-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 | 22 & 2.65K| |
|
|
| Epoch | 13 | Save Every N Epochs | 1 | |
|
|
|
|
|
Labeling: florence2-en(natural language & English) |
|
|
|
|
|
Total Images Used for Training : 22 [ Hi-RES ] |
|
|
|
|
|
## Best Dimensions |
|
|
|
|
|
- 1024 x 1024 (Default) |
|
|
|
|
|
## Setting Up |
|
|
``` |
|
|
import torch |
|
|
from pipelines import DiffusionPipeline |
|
|
|
|
|
base_model = "black-forest-labs/FLUX.1-dev" |
|
|
pipe = DiffusionPipeline.from_pretrained(base_model, torch_dtype=torch.bfloat16) |
|
|
|
|
|
lora_repo = "prithivMLmods/Intense-Red-Flux-LoRA" |
|
|
trigger_word = "Intense Red" |
|
|
pipe.load_lora_weights(lora_repo) |
|
|
|
|
|
device = torch.device("cuda") |
|
|
pipe.to(device) |
|
|
``` |
|
|
## Data source |
|
|
|
|
|
- https://freeflo.ai/ |
|
|
|
|
|
## Trigger words |
|
|
|
|
|
You should use `Intense Red` to trigger the image generation. |
|
|
|
|
|
## Download model |
|
|
|
|
|
Weights for this model are available in Safetensors format. |
|
|
|
|
|
[Download](/prithivMLmods/Intense-Red-Flux-LoRA/tree/main) them in the Files & versions tab. |
|
|
|
