| --- |
| tags: |
| - text-to-image |
| - lora |
| - diffusers |
| - template:diffusion-lora |
| widget: |
| - text: 'Epic Realism, A medium-angle shot of a woman with long, wavy brown hair, a black long-sleeved t-shirt, and a black necklace around her neck. Her eyes are a piercing blue, and her lips are a lighter pink. She is standing in front of a white wall with a window on the left side of the wall. The window is slightly open, and the wall is a light gray color. The womans hair is a darker shade of brown, and she has a slight smile on her face.' |
| output: |
| url: images/ep1.png |
| - text: 'Epic Realism, Captured in a close-up, eye-level perspective, a medium-sized young mans face is adorned with a gold necklace, adding a touch of sparkle to his outfit. His eyes are a piercing blue, and his hair is a mix of brown and black. His eyebrows are a darker shade of brown, while his lips are a lighter shade of pink. The backdrop is blurred, creating a stark contrast to the foreground.' |
| output: |
| url: images/ep2.png |
| - text: 'Epic Realism, A close-up shot of a young woman with long brown hair and blue eyes. She is wearing a red and white cheerleading uniform. The uniform has a white stripe down the center of the uniform. Her hair is pulled back and cascades over her shoulders. Her eyes are a piercing blue. Her lips are painted a light pink color. Her eyebrows are a darker shade of brown. Her nose is a lighter shade of blue. The background is blurred, but it is out of focus.' |
| output: |
| url: images/ep3.png |
| base_model: black-forest-labs/FLUX.1-dev |
| instance_prompt: Epic Realism |
| license: creativeml-openrail-m |
| --- |
| # Ton618-Epic-Realism-Flux-LoRA |
|
|
| <Gallery /> |
|
|
| **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/Ton618-Epic-Realism-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 | 25 & 3000| |
| | Epoch | 15 | 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/Ton618-Epic-Realism-Flux-LoRA" |
| trigger_word = "Epic Realism" |
| pipe.load_lora_weights(lora_repo) |
| |
| device = torch.device("cuda") |
| pipe.to(device) |
| ``` |
| |
| ## Data source |
| |
| - https://playground.com/ |
| |
| ## Trigger words |
| |
| You should use `Epic Realism` to trigger the image generation. |
| |
| ## Download model |
| |
| Weights for this model are available in Safetensors format. |
| |
| [Download](/prithivMLmods/Ton618-Epic-Realism-Flux-LoRA/tree/main) them in the Files & versions tab. |
| |
