Upload trained emoji LoRA

.gitattributes

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+samples/01-emj-icon-of-a-pelican-with-a-hat-centered-on-a-plain-white-background.png filter=lfs diff=lfs merge=lfs -text
+samples/02-emj-icon-of-a-robot-with-a-monocle-centered-on-a-plain-white-background.png filter=lfs diff=lfs merge=lfs -text
+samples/03-emj-icon-of-a-cat-with-sunglasses-centered-on-a-plain-white-background.png filter=lfs diff=lfs merge=lfs -text
+samples/04-emj-icon-of-a-giraffe-with-a-scarf-centered-on-a-plain-white-background.png filter=lfs diff=lfs merge=lfs -text
+samples/05-emj-icon-of-a-panda-with-a-wizard-hat-centered-on-a-plain-white-background.png filter=lfs diff=lfs merge=lfs -text
+samples/06-emj-icon-of-a-red-apple-centered-on-a-plain-white-background.png filter=lfs diff=lfs merge=lfs -text
+samples/07-emj-icon-of-a-rocket-centered-on-a-plain-white-background.png filter=lfs diff=lfs merge=lfs -text
+samples/08-emj-icon-of-a-birthday-cake-centered-on-a-plain-white-background.png filter=lfs diff=lfs merge=lfs -text
+samples/09-emj-icon-of-a-soccer-ball-centered-on-a-plain-white-background.png filter=lfs diff=lfs merge=lfs -text
+samples/avatar-comparison-sheet.png filter=lfs diff=lfs merge=lfs -text

README.md

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+---
+license: other
+base_model: black-forest-labs/FLUX.1-dev
+tags:
+- text-to-image
+- diffusers
+- lora
+- flux
+- emoji
+- avatar
+- apple-style
+library_name: diffusers
+---
+
+# Mike0021/flux-dev-apple-emoji-lora
+
+This repository contains LoRA weights for generating clean, centered Apple-style emoji avatars with `emj icon` as the trigger phrase.
+
+The LoRA was trained for research and experimentation on Apple-style emoji assets. It is not affiliated with, endorsed by, or sponsored by Apple. The raw Apple emoji training images are not included in this repository.
+
+## Usage
+
+```python
+import torch
+from diffusers import FluxPipeline
+
+pipe = FluxPipeline.from_pretrained("black-forest-labs/FLUX.1-dev", torch_dtype=torch.bfloat16)
+pipe.load_lora_weights("Mike0021/flux-dev-apple-emoji-lora", weight_name="pytorch_lora_weights.safetensors")
+pipe.enable_model_cpu_offload()
+
+image = pipe(
+    "emj icon of a smiling dragon, centered on a plain white background",
+    height=1024,
+    width=1024,
+    num_inference_steps=30,
+    guidance_scale=4.0,
+).images[0]
+```
+
+## Training Summary
+
+- Base model: `black-forest-labs/FLUX.1-dev`
+- Trigger phrase: `emj icon`
+- Dataset: 220 curated Apple emoji image/caption pairs prepared from `iamcal/emoji-data`
+- Training images are RGB 512x512 composites on a plain white background
+- Captions were metadata-derived per-image captions with the shared `emj` style trigger
+
+## Samples
+
+The comparison sheet uses avatar-style prompts from the target Hub avatar generator prompt distribution. The right column is `fofr/sdxl-emoji` rendered with the same subject prompts where feasible.
+
+![Avatar prompt comparison](samples/avatar-comparison-sheet.png)
+
+## Limitations
+
+- This model is intended for research and experimentation.
+- Apple emoji source assets are Apple IP; review the relevant terms before using derivatives commercially.
+- The model may reproduce Apple-like visual conventions and should not be presented as an official Apple model.

pytorch_lora_weights.safetensors

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