Create README.md
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README.md
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1 |
+
---
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tags:
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- text-to-image
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- stable-diffusion
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- Diffusers
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- image-generation
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- flux
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- safetensors
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license: other
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license_name: flux-1-dev-non-commercial-license
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license_link: https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md
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language:
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- en
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base_model: black-forest-labs/FLUX.1-dev
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library_name: diffusers
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---
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<style>
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.title-container {
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display: flex;
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justify-content: center;
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align-items: center;
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height: 100vh; /* Adjust this value to position the title vertically */
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}
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.title {
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font-size: 2.5em;
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text-align: center;
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color: #333;
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font-family: 'Helvetica Neue', sans-serif;
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text-transform: uppercase;
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letter-spacing: 0.1em;
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padding: 0.5em 0;
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background: transparent;
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}
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.title span {
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background: -webkit-linear-gradient(45deg, #ff7a52, #a5cff0);
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-webkit-background-clip: text;
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-webkit-text-fill-color: transparent;
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}
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.custom-table {
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table-layout: fixed;
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width: 100%;
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border-collapse: collapse;
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margin-top: 2em;
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}
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.custom-table td {
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width: 50%;
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vertical-align: top;
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padding: 10px;
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box-shadow: 0px 0px 0px 0px rgba(0, 0, 0, 0.15);
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}
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.custom-image-container {
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position: relative;
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width: 100%;
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margin-bottom: 0em;
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overflow: hidden;
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border-radius: 10px;
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transition: transform .7s;
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}
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.custom-image-container:hover {
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transform: scale(1.05);
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}
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.custom-image {
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width: 100%;
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height: auto;
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object-fit: cover;
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border-radius: 10px;
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transition: transform .7s;
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margin-bottom: 0em;
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}
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.nsfw-filter {
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filter: blur(8px);
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transition: filter 0.3s ease;
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}
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.custom-image-container:hover .nsfw-filter {
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filter: none;
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}
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.overlay {
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position: absolute;
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bottom: 0;
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left: 0;
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right: 0;
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color: white;
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width: 100%;
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height: 40%;
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display: flex;
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flex-direction: column;
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justify-content: center;
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align-items: center;
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font-size: 1vw;
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font-style: bold;
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text-align: center;
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opacity: 0;
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background: linear-gradient(0deg, rgba(0, 0, 0, 0.8) 60%, rgba(0, 0, 0, 0) 100%);
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transition: opacity .5s;
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}
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.custom-image-container:hover .overlay {
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opacity: 1;
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}
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.overlay-text {
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background: linear-gradient(45deg, #F1F8E8, #F1F8E8);
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-webkit-background-clip: text;
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color: transparent;
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text-shadow: 2px 2px 4px rgba(0, 0, 0, 0.7);
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}
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.overlay-subtext {
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font-size: 0.75em;
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margin-top: 0.5em;
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font-style: italic;
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}
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.overlay,
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.overlay-subtext {
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text-shadow: 2px 2px 4px rgba(0, 0, 0, 0.5);
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}
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</style>
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<h1 class="title">
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<span>Raemu Flux</span>
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</h1>
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<table class="custom-table">
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<tr>
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<td>
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<div class="custom-image-container">
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<img class="custom-image" src="https://cdn-uploads.huggingface.co/production/uploads/64b24543eec33e27dc9a6eca/1HGNpzbTniF-lFbOaM8-X.png" alt="Sample Image 1">
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<div class="overlay">
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</div>
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</div>
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</td>
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<td>
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<div class="custom-image-container">
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<img class="custom-image" src="https://cdn-uploads.huggingface.co/production/uploads/64b24543eec33e27dc9a6eca/r4ji30duGN_Pjw1YzoXpY.png" alt="Sample Image 2">
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<div class="overlay">
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</div>
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</div>
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</td>
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<td>
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<div class="custom-image-container">
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<img class="custom-image" src="https://cdn-uploads.huggingface.co/production/uploads/64b24543eec33e27dc9a6eca/B1KO29e-pI1EhzEeXt7K_.png" alt="Sample Image 3">
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<div class="overlay">
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</div>
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</div>
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</td>
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</tr>
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<tr>
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<td>
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<div class="custom-image-container">
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<img class="custom-image" src="https://cdn-uploads.huggingface.co/production/uploads/64b24543eec33e27dc9a6eca/wMVR3wtR1M3I-FervhROr.png" alt="Sample Image 4">
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<div class="overlay">
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</div>
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</div>
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</td>
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<td>
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<div class="custom-image-container">
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<img class="custom-image" src="https://cdn-uploads.huggingface.co/production/uploads/64b24543eec33e27dc9a6eca/9LNfu1ChE9jzteNQWOz0n.png" alt="Sample Image 5">
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<div class="overlay">
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</div>
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</div>
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</td>
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<td>
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<div class="custom-image-container">
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<img class="custom-image" src="https://cdn-uploads.huggingface.co/production/uploads/64b24543eec33e27dc9a6eca/ElNjzqmQMHQIXuOys_hX8.png" alt="Sample Image 6">
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<div class="overlay">
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</div>
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</div>
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</td>
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</tr>
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</table>
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## Overview
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**Raemu Flux** is a finetuned model built on top of Flux.1-dev, specifically focused on anime. It has been finetuned with dataset nearly 1,500 carefully curated, high-quality aesthetic anime images, resulting in noticeable improvements in anime scene rendering and visual quality.
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## Inference
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```python
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import torch
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from diffusers import FluxPipeline
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pipe = FluxPipeline.from_pretrained("Raelina/Raemu-Flux", torch_dtype=torch.bfloat16)
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# to run on low vram GPUs (i.e. between 4 and 32 GB VRAM)
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pipe.enable_sequential_cpu_offload()
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pipe.vae.enable_slicing()
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pipe.vae.enable_tiling()
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prompt = "A woman anime hold sign that says hello world"
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image = pipe(
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prompt,
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width=896,
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height=1152,
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guidance_scale=3.5,
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num_inference_steps=20,
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max_sequence_length=512,
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generator=torch.Generator("cpu").manual_seed(0)
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).images[0]
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image.save("raemu-flux.png")
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```
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## Usage
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Be sure to include **anime** in your prompt. otherwise, the output may appear realistic.
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For example:
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```
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A woman anime hold sign that says Hello World.
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```
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## License
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The model falls under [flux-1-dev-non-commercial-license](https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md)
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