| --- |
| 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. |
|
|
|  |
|
|
| ## 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. |
|
|
