Duplicate from strangerzonehf/Flux-Isometric-3D-LoRA

Co-authored-by: Prithiv Sakthi <[email protected]>

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+# Audio files - uncompressed
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Isometric-3D.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:ceae77717a8ae41a39cf2d1d290e977b53627ead0de67b90e19c68440ad8f529
+size 612747472

README.md

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+---
+tags:
+- text-to-image
+- lora
+- diffusers
+- template:diffusion-lora
+- 3D
+- Isometric 3D
+- OBJ
+widget:
+- text: >-
+    Isometric 3D, a 3D model of a tropical island is displayed on a light blue
+    backdrop. The island features a small body of water, surrounded by gray
+    rocks and green grass. There are palm trees and small bushes scattered
+    throughout the island, adding a pop of color to the scene.
+  output:
+    url: images/ID3.png
+- text: >-
+    Isometric 3D, a 3D rendering of a yellow jeep is positioned on a sandy
+    desert-like surface. The jeep has a white roof with a black ladder on the
+    top of it, adding a pop of color to the scene. The background is a light
+    peach color, with a large rock formation in the upper right corner of the
+    frame. There are small green plants scattered around the jeep, adding depth
+    and texture to the image.
+  output:
+    url: images/ID2.png
+- text: >-
+    Isometric 3D, a small miniature landscape is displayed on a light green
+    backdrop. The landscape features a circular pond with a winding walkway in
+    the middle. The pond is surrounded by trees and shrubs, and there is a small
+    wooden bridge crossing the pond. The bridge is made up of gray stones, and
+    the trees are arranged in a circular pattern. A small wooden cross is
+    positioned at the center of the pond, and a small sign is placed at the
+    bottom of the bridge.
+  output:
+    url: images/ID4.png
+base_model: black-forest-labs/FLUX.1-dev
+instance_prompt: Isometric 3D
+license: creativeml-openrail-m
+---
+![strangerzonehf/Flux-Isometric-3D-LoRA](images/7.png)
+
+<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 
+
+**strangerzonehf/Flux-Isometric-3D-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 & 3400 |
+| Epoch                     | 20    | Save Every N Epochs       | 1     |
+
+    Labeling: florence2-en(natural language & English)
+    
+    Total Images Used for Training : 20
+
+## 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 = "strangerzonehf/Flux-Isometric-3D-LoRA"
+trigger_word = "Isometric 3D"  
+pipe.load_lora_weights(lora_repo)
+
+device = torch.device("cuda")
+pipe.to(device)
+```
+## Trigger words
+
+You should use `Isometric 3D` to trigger the image generation.
+
+## Download model
+
+Weights for this model are available in Safetensors format.
+
+[Download](/strangerzonehf/Flux-Isometric-3D-LoRA/tree/main) them in the Files & versions tab.