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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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- GArt |
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- Outdoor-Art |
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widget: |
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- text: >- |
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GArt, a man in a blue jacket and blue jeans is riding a brown horse down a |
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dirt road in the middle of a desert. The man is wearing a black cowboy hat, |
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a blue long sleeved shirt, and black boots. The horse is facing the left |
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side of the road, and the sun is setting in the background, casting a shadow |
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on the road. The road is divided into two sections, each section having a |
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yellow line painted on it. To the left and right of the image, there are |
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cactus plants with yellow flowers growing on the ground. In the distance, |
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there is a mountain range. The sky is a deep orange, with a few wispy clouds |
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in the sky. |
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output: |
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url: images/G1.png |
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- text: >- |
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GArt, Captured at night, a vibrant orange van is parked on a sandy beach. |
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The van is facing the viewer, with its door open, revealing the interior of |
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the van. A fire is burning on the beach, creating a warm glow. Two folding |
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chairs are positioned in front of the fire, adding a pop of color to the |
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scene. The sky is a deep blue, dotted with white stars, and a mountain range |
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can be seen in the background. |
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output: |
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url: images/G2.png |
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- text: >- |
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GArt, Captured from a high-angle perspective on a sunny day, a view of a |
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baseball stadium is seen. The stadium is surrounded by lush green grass and |
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trees, with a winding track running along the center of the field. The field |
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is adorned with a few people playing a game of tennis, and there are a few |
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empty stands on either side of the track. In the distance, a city can be |
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seen, with tall buildings and a mountain range in the background. The sky is |
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a deep blue, dotted with white clouds. |
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output: |
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url: images/G3.png |
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base_model: black-forest-labs/FLUX.1-dev |
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instance_prompt: GArt |
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license: creativeml-openrail-m |
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--- |
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# Flux-GArt-LoRA |
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<Gallery /> |
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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/Flux-GArt-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 | 15 & 2500 | |
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| Epoch | 10 | 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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- 768 x 1024 (Best) |
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- 1024 x 1024 (Default) |
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## Setting Up |
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```python |
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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/Flux-GArt-LoRA" |
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trigger_word = "GArt" |
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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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## Trigger words |
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You should use `GArt` 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/Flux-GArt-LoRA/tree/main) them in the Files & versions tab. |
