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--- |
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tags: |
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- text-to-image |
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- lora |
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- diffusers |
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- template:diffusion-lora |
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- Grid |
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widget: |
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- text: 'Purple Grid, This Surfer, is drawing in the style of the new contemporary artist,using black ink on white paper. The background wall has purple grid lines. The surreal style also calls to mind traditional illustration with comic drawing a cartoon-like quality ' |
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output: |
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url: images/PG1.png |
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- text: 'Purple Grid, a black silhouette of a lit candle stands in front of a black mesh fence. The candle is lit, creating a stark contrast against the white background. The silhouette of the candle stands out against the mesh fence, adding a pop of color to the scene. In the background, a tall building stands out of the view. The buildings shadow is cast on the bottom of the screen, adding depth to the composition.' |
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output: |
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url: images/PG2.png |
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- text: 'Purple Grid, A black and white drawing of a crow on a white background. The crow is facing the right side of the image, with its head turned slightly to the left. The birds beak is pointed to the right, and its eyes are open. Its wings are spread out, and it has a black stripe running down its back. The wings are black, while its tail is white, and the birds feet are black. The background has a grid pattern of pink and purple lines, and there are black lines on the top and bottom of the grid.' |
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output: |
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url: images/PG3.png |
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base_model: black-forest-labs/FLUX.1-dev |
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instance_prompt: Purple Grid |
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license: creativeml-openrail-m |
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--- |
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# Purple-Grid-Flux-LoRA |
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<Gallery /> |
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- Hosted Here🧨: https://huggingface.co./spaces/prithivMLmods/FLUX-LoRA-DLC |
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**The model is still in the training phase. This is not the final version and may contain artifacts and perform poorly in some cases.** |
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## Model description |
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**prithivMLmods/Purple-Grid-Flux-LoRA** |
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Image Processing Parameters |
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| Parameter | Value | Parameter | Value | |
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|---------------------------|--------|---------------------------|--------| |
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| LR Scheduler | constant | Noise Offset | 0.03 | |
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| Optimizer | AdamW | Multires Noise Discount | 0.1 | |
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| Network Dim | 64 | Multires Noise Iterations | 10 | |
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| Network Alpha | 32 | Repeat & Steps | 24 & 2750| |
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| Epoch | 17 | Save Every N Epochs | 1 | |
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Labeling: florence2-en(natural language & English) |
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Total Images Used for Training : 14 |
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## Best Dimensions |
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- 1024 x 1024 (Default) |
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## Setting Up |
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``` |
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import torch |
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from pipelines import DiffusionPipeline |
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base_model = "black-forest-labs/FLUX.1-dev" |
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pipe = DiffusionPipeline.from_pretrained(base_model, torch_dtype=torch.bfloat16) |
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lora_repo = "prithivMLmods/Purple-Grid-Flux-LoRA" |
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trigger_word = "Purple Grid" |
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pipe.load_lora_weights(lora_repo) |
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device = torch.device("cuda") |
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pipe.to(device) |
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``` |
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## Data source |
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- https://freeflo.ai/ |
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## Trigger words |
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You should use `Purple Grid` to trigger the image generation. |
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## Download model |
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Weights for this model are available in Safetensors format. |
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[Download](/prithivMLmods/Purple-Grid-Flux-LoRA/tree/main) them in the Files & versions tab. |
