| | --- |
| | tags: |
| | - text-to-image |
| | - lora |
| | - diffusers |
| | - template:diffusion-lora |
| | - Polaroid |
| | widget: |
| | - text: >- |
| | Polaroid Collage, a collage of photographs of the New York City is displayed |
| | on a white surface. The photographs are arranged in a grid-like pattern, |
| | with a variety of buildings and skyscrapers visible. The buildings are lit |
| | up, creating a stark contrast against the blue sky. The photograph is taken |
| | from a low angle, adding a touch of depth to the composition. |
| | output: |
| | url: images/P1.png |
| | - text: >- |
| | Polaroid Collage, a collage of black and white photographs is displayed on a |
| | white surface. The photographs are arranged in a grid-like pattern, with a |
| | variety of shapes and sizes. Some of the photographs feature mountains, |
| | trees, and a body of water. The mountains are covered in snow, and the sky |
| | is filled with clouds, adding a touch of warmth to the scene. |
| | output: |
| | url: images/P3.png |
| | - text: >- |
| | Polaroid Collage, Captured in a black and white collage, a cats face is |
| | featured prominently in the center of the frame. The cats eyes are a |
| | piercing blue, and its whiskers are long and white, adding a pop of color to |
| | the otherwise monochromatic image. The background is a stark white, creating |
| | a stark contrast to the cats fur. |
| | output: |
| | url: images/P4.png |
| | base_model: black-forest-labs/FLUX.1-dev |
| | instance_prompt: Polaroid Collage |
| | license: creativeml-openrail-m |
| | --- |
| | # Flux-Polaroid-Plus |
| |
|
| | <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/Flux-Polaroid-Plus** |
| |
|
| | 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 | 23 & 3300 | |
| | | Epoch | 17 | Save Every N Epochs | 1 | |
| |
|
| | Labeling: florence2-en(natural language & English) |
| | |
| | Total Images Used for Training : 24 |
| | |
| | ## Best Dimensions |
| |
|
| | - 768 x 1024 (Best) |
| | - 1024 x 1024 (Default) |
| | |
| | ## Setting Up |
| | ```python |
| | 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/Flux-Polaroid-Plus" |
| | trigger_word = "Polaroid Collage" |
| | pipe.load_lora_weights(lora_repo) |
| | |
| | device = torch.device("cuda") |
| | pipe.to(device) |
| | ``` |
| | ## Trigger words |
| | |
| | You should use `Polaroid Collage` to trigger the image generation. |
| | |
| | ## Download model |
| | |
| | Weights for this model are available in Safetensors format. |
| | |
| | [Download](/prithivMLmods/Flux-Polaroid-Plus/tree/main) them in the Files & versions tab. |
