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.gitattributes

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README.md

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+---
+license: other
+license_name: ideogram-community
+license_link: https://huggingface.co/ideogram-ai/ideogram-4-fp8/blob/main/LICENSE
+base_model:
+- ideogram-ai/ideogram-4-fp8
+tags:
+- ideogram
+- ideogram-4
+- lora
+- lokr
+- text-to-image
+- style
+library_name: diffusers
+pipeline_tag: text-to-image
+---
+
+# Kiki Ideogram4 v1
+
+LoRA (lokr) adapter trained on **Ideogram 4** (`ideogram-ai/ideogram-4-fp8`) for a **Studio Ghibli style**.
+
+## Trigger word
+
+```
+Studio Ghibli style
+```
+
+Use it in the prompt, e.g. `Studio Ghibli style, a quiet mountain village at dawn`.
+
+## Specifications
+
+| | |
+|---|---|
+| Base model | `ideogram-ai/ideogram-4-fp8` |
+| Architecture | ideogram4 |
+| Network | lokr (linear 32, alpha 32, factor 8, full rank) |
+| Training steps | 5000 |
+| Resolution | 512 / 768 / 1024 |
+| Optimizer | automagic3 |
+| Learning rate | 1e-5 |
+| dtype | bf16 |
+
+## Usage (Diffusers)
+
+```python
+import torch
+from diffusers import DiffusionPipeline
+
+pipe = DiffusionPipeline.from_pretrained(
+    "ideogram-ai/ideogram-4-fp8",
+    torch_dtype=torch.bfloat16,
+).to("cuda")
+
+pipe.load_lora_weights("Yofardev/kiki_ideogram4_v1")
+
+image = pipe(
+    "Studio Ghibli style, a quiet mountain village at dawn",
+    guidance_scale=4.0,
+    num_inference_steps=30,
+).images[0]
+image.save("out.png")
+```
+
+Recommended settings: guidance scale `4`, steps `30`, 1024×1024.
+
+## Samples
+
+![sample 1](./sample_01.png)
+![sample 2](./sample_02.png)
+![sample 3](./sample_03.png)
+![sample 4](./sample_04.png)
+![sample 5](./sample_05.png)
+![sample 6](./sample_06.png)
+![sample 7](./sample_07.png)
+![sample 8](./sample_08.png)

kiki_ideogram4_v1.safetensors

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