| --- |
| license: openrail++ |
| base_model: stabilityai/stable-diffusion-xl-base-1.0 |
| pipeline_tag: text-to-image |
| tags: |
| - stable-diffusion-xl |
| - sdxl |
| - text-to-image |
| - neuron-apple |
| - custom-bridge |
| - t4-optimized |
| - Neura-Tech-AI |
| - T2I |
| language: |
| - en |
| new_version: Neuron-AI-Labs/Neuron-Apple-V1.0 |
| --- |
| |
| # Neuron Apple V1.0 |
|
|
| > A high-fidelity, production-grade SDXL-based text-to-image pipeline developed by **Neura Tech AI**. |
|
|
| --- |
|
|
| # Overview |
|
|
| **Neuron Apple** is a specialized text-to-image generation model built on top of **stabilityai/stable-diffusion-xl-base-1.0**. |
|
|
| It integrates a custom **AppleConditioningBridge** (MLP/GELU based) to enhance text conditioning, typography alignment, and dynamic aspect ratio processing, optimized specifically for T4 hardware. |
|
|
| --- |
|
|
| # Developer |
|
|
| **Developed by** |
| - Neura Tech AI |
|
|
| --- |
|
|
| # Base Model |
|
|
| **Base Model** |
| - stabilityai/stable-diffusion-xl-base-1.0 |
|
|
| We sincerely thank Stability AI for releasing the SDXL base model. |
|
|
| --- |
|
|
| # Model Details |
|
|
| - **Model Name:** Neuron-Apple-Pro-XL |
| - **Developer:** Neura Tech AI |
| - **Base Model:** stabilityai/stable-diffusion-xl-base-1.0 |
| - **Architecture:** SDXL UNet + Custom `AppleConditioningBridge` |
| - **Hardware Target:** T4 Optimized (Sequential CPU Offloading) |
| - **Key Features:** Dynamic Aspect Ratio Parsing (`--ar`), Enhanced Text Alignment, T4 VRAM Management |
| - **License:** OpenRAIL++ |
|
|
| --- |
|
|
| # Quick Usage |
|
|
| ```python |
| import torch |
| from diffusers import StableDiffusionXLPipeline |
| from safetensors.torch import load_file |
| |
| # Load base pipeline with CPU offloading for T4 stability |
| pipe = StableDiffusionXLPipeline.from_pretrained( |
| "stabilityai/stable-diffusion-xl-base-1.0", |
| torch_dtype=torch.float16, |
| use_safetensors=True |
| ) |
| pipe.enable_sequential_cpu_offload() |
| |
| print("Neuron Apple Pro pipeline loaded successfully!") |
| ``` |
| # © 2026 Neura Tech AI. All rights reserved. |
