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README.md

@@ -1,73 +1,50 @@
 ---
 base_model: krea/Krea-2-Raw
-library_name: diffusers
-license: apache-2.0
-instance_prompt: m4r4kr342
-widget: []
 tags:
 - text-to-image
-- diffusers-training
 - diffusers
 - lora
 - krea2
-- krea2-diffusers
 - template:sd-lora
+license: apache-2.0
+instance_prompt: "m4r4kr342"
+widget:
+- text: "m4r4kr34, A highly realistic candid iPhone photo captures a young woman with beautiful, shoulder-length dark brown hair, smiling warmly directly at the camera. She is seated comfortably on a dark, black slatted public bench, leaning slightly forward in a relaxed, inviting posture. She is dressed in a casual yet stylish outfit: a fitted dark brown leather jacket worn over a crisp white button-down shirt, paired with loose-fitting, light grey wide-leg jeans. On her feet, she wears simple green flip-flop sandals. She is holding a white takeaway coffee cup with both hands, resting it near her lap. The setting is urban and architectural, positioned outside a classic European-style building with a light-colored stone facade (the number '28' is visible on the left). Behind her, a large, ornate window reflects the surrounding street scene, showing a glimpse of the building across the street and a blurred figure (a man in a light beige jacket) sitting inside, perhaps at a café table. The lighting is bright, soft natural daylight, giving the scene a warm, golden, and very approachable feel. The photo is framed in a medium close-up, capturing her from the waist up, and feels like a genuine, everyday lifestyle snapshot with realistic skin texture, subtle pores, and natural color grading"
+  output:
+    url: sample_0.png
+- text: "m4r4kr34 A confident 23-year-old woman with black hair, soft lighting, sitting in a cafe, sunny morning, photrealistic"
+  output:
+    url: sample_1.png
 ---
 
-<!-- This model card has been generated automatically according to the information the training script had access to. You
-should probably proofread and complete it, then remove this comment. -->
-
-
-# Krea 2 DreamBooth LoRA - Frogger40/mara2
+# Krea 2 LoRA — Frogger40/mara2
 
 <Gallery />
 
-## Model description
+A DreamBooth-LoRA for **Krea 2**, trained on **Krea 2 RAW** and shown on **Krea 2 Turbo**. The samples below were generated with this LoRA on Turbo (8 steps).
 
-These are Frogger40/mara2 DreamBooth LoRA weights, trained on krea/Krea-2-Raw.
+## Trigger
 
-The weights were trained using [DreamBooth](https://dreambooth.github.io/) with the [Krea 2 diffusers trainer](https://github.com/huggingface/diffusers/blob/main/examples/dreambooth/README_krea2.md).
+Use the token `m4r4kr342` to invoke the concept.
 
-Krea 2 ships as two checkpoints: **RAW** (the non-distilled base you fine-tune on) and **Turbo** (an 8-step distilled checkpoint for fast, high-quality inference). Train your LoRA on RAW and run it on Turbo — LoRAs trained on RAW express strongly on Turbo.
+## Samples
 
-## Trigger words
+![sample](./sample_0.png)
 
-You should use `m4r4kr342` to trigger the image generation.
+> *"m4r4kr34, A highly realistic candid iPhone photo captures a young woman with beautiful, shoulder-length dark brown hair, smiling warmly directly at the camera. She is seated comfortably on a dark, black slatted public bench, leaning slightly forward in a relaxed, inviting posture. She is dressed in a casual yet stylish outfit: a fitted dark brown leather jacket worn over a crisp white button-down shirt, paired with loose-fitting, light grey wide-leg jeans. On her feet, she wears simple green flip-flop sandals. She is holding a white takeaway coffee cup with both hands, resting it near her lap. The setting is urban and architectural, positioned outside a classic European-style building with a light-colored stone facade (the number '28' is visible on the left). Behind her, a large, ornate window reflects the surrounding street scene, showing a glimpse of the building across the street and a blurred figure (a man in a light beige jacket) sitting inside, perhaps at a café table. The lighting is bright, soft natural daylight, giving the scene a warm, golden, and very approachable feel. The photo is framed in a medium close-up, capturing her from the waist up, and feels like a genuine, everyday lifestyle snapshot with realistic skin texture, subtle pores, and natural color grading"*
 
-## Download model
+![sample](./sample_1.png)
 
-[Download the *.safetensors LoRA](Frogger40/mara2/tree/main) in the Files & versions tab.
+> *"m4r4kr34 A confident 23-year-old woman with black hair, soft lighting, sitting in a cafe, sunny morning, photrealistic"*
 
-## Use it with the [🧨 diffusers library](https://github.com/huggingface/diffusers)
+## Use it with diffusers
 
 ```py
->>> import torch
->>> from diffusers import Krea2Pipeline
+import torch
+from diffusers import Krea2Pipeline
 
->>> # Load the LoRA onto Krea 2 Turbo (the distilled inference model)
->>> pipe = Krea2Pipeline.from_pretrained("krea/Krea-2-Turbo", torch_dtype=torch.bfloat16).to("cuda")
->>> pipe.load_lora_weights("Frogger40/mara2")
-
->>> # Turbo recipe: 8 steps, no classifier-free guidance
->>> image = pipe("m4r4kr342", num_inference_steps=8, guidance_scale=0.0).images[0]
->>> image.save("output.png")
+pipe = Krea2Pipeline.from_pretrained("krea/Krea-2-Turbo", torch_dtype=torch.bfloat16).to("cuda")
+pipe.load_lora_weights("Frogger40/mara2")
+image = pipe("m4r4kr34, A highly realistic candid iPhone photo captures a young woman with beautiful, shoulder-length dark brown hair, smiling warmly directly at the camera. She is seated comfortably on a dark, black slatted public bench, leaning slightly forward in a relaxed, inviting posture. She is dressed in a casual yet stylish outfit: a fitted dark brown leather jacket worn over a crisp white button-down shirt, paired with loose-fitting, light grey wide-leg jeans. On her feet, she wears simple green flip-flop sandals. She is holding a white takeaway coffee cup with both hands, resting it near her lap. The setting is urban and architectural, positioned outside a classic European-style building with a light-colored stone facade (the number '28' is visible on the left). Behind her, a large, ornate window reflects the surrounding street scene, showing a glimpse of the building across the street and a blurred figure (a man in a light beige jacket) sitting inside, perhaps at a café table. The lighting is bright, soft natural daylight, giving the scene a warm, golden, and very approachable feel. The photo is framed in a medium close-up, capturing her from the waist up, and feels like a genuine, everyday lifestyle snapshot with realistic skin texture, subtle pores, and natural color grading", num_inference_steps=8, guidance_scale=0.0).images[0]
+image.save("output.png")
 ```
-
-For more details, including weighting, merging and fusing LoRAs, check the [documentation on loading LoRAs in diffusers](https://huggingface.co/docs/diffusers/main/en/using-diffusers/loading_adapters)
-
-
-## Intended uses & limitations
-
-#### How to use
-
-```python
-# TODO: add an example code snippet for running this diffusion pipeline
-```
-
-#### Limitations and bias
-
-[TODO: provide examples of latent issues and potential remediations]
-
-## Training details
-
-[TODO: describe the data used to train the model]