Text-to-Image
Diffusers
Safetensors
English
StableDiffusionXLPipeline
stable-diffusion-xl
sdxl
neuron-apple
custom-bridge
t4-optimized
Neura-Tech-AI
T2I
Instructions to use Neuron-AI-Labs/Neuron-Apple-V1.0 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use Neuron-AI-Labs/Neuron-Apple-V1.0 with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("Neuron-AI-Labs/Neuron-Apple-V1.0", dtype=torch.bfloat16, device_map="cuda") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Draw Things
- DiffusionBee
Update README.md
Browse files
README.md
CHANGED
|
@@ -1,19 +1,77 @@
|
|
| 1 |
---
|
| 2 |
-
license:
|
| 3 |
base_model: stabilityai/stable-diffusion-xl-base-1.0
|
|
|
|
| 4 |
tags:
|
| 5 |
- stable-diffusion-xl
|
| 6 |
- sdxl
|
| 7 |
- text-to-image
|
| 8 |
- neuron-apple
|
| 9 |
- custom-bridge
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 10 |
---
|
| 11 |
|
| 12 |
# Neuron Apple Pro V1.0
|
| 13 |
|
| 14 |
-
|
| 15 |
|
| 16 |
-
|
| 17 |
-
|
| 18 |
-
|
| 19 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
---
|
| 2 |
+
license: openrail++
|
| 3 |
base_model: stabilityai/stable-diffusion-xl-base-1.0
|
| 4 |
+
pipeline_tag: text-to-image
|
| 5 |
tags:
|
| 6 |
- stable-diffusion-xl
|
| 7 |
- sdxl
|
| 8 |
- text-to-image
|
| 9 |
- neuron-apple
|
| 10 |
- custom-bridge
|
| 11 |
+
- t4-optimized
|
| 12 |
+
- Neura-Tech-AI
|
| 13 |
+
language:
|
| 14 |
+
- en
|
| 15 |
+
new_version: Neuron-AI-Labs/Neuron-Apple-V1.0
|
| 16 |
---
|
| 17 |
|
| 18 |
# Neuron Apple Pro V1.0
|
| 19 |
|
| 20 |
+
> A high-fidelity, production-grade SDXL-based text-to-image pipeline developed by **Neura Tech AI**.
|
| 21 |
|
| 22 |
+
---
|
| 23 |
+
|
| 24 |
+
# Overview
|
| 25 |
+
|
| 26 |
+
**Neuron Apple Pro** is a specialized text-to-image generation model built on top of **stabilityai/stable-diffusion-xl-base-1.0**.
|
| 27 |
+
|
| 28 |
+
It integrates a custom **AppleConditioningBridge** (MLP/GELU based) to enhance text conditioning, typography alignment, and dynamic aspect ratio processing, optimized specifically for T4 hardware.
|
| 29 |
+
|
| 30 |
+
---
|
| 31 |
+
|
| 32 |
+
# Developer
|
| 33 |
+
|
| 34 |
+
**Developed by**
|
| 35 |
+
- Neura Tech AI
|
| 36 |
+
|
| 37 |
+
---
|
| 38 |
+
|
| 39 |
+
# Base Model
|
| 40 |
+
|
| 41 |
+
**Base Model**
|
| 42 |
+
- stabilityai/stable-diffusion-xl-base-1.0
|
| 43 |
+
|
| 44 |
+
We sincerely thank Stability AI for releasing the SDXL base model.
|
| 45 |
+
|
| 46 |
+
---
|
| 47 |
+
|
| 48 |
+
# Model Details
|
| 49 |
+
|
| 50 |
+
- **Model Name:** Neuron-Apple-Pro-XL
|
| 51 |
+
- **Developer:** Neura Tech AI
|
| 52 |
+
- **Base Model:** stabilityai/stable-diffusion-xl-base-1.0
|
| 53 |
+
- **Architecture:** SDXL UNet + Custom `AppleConditioningBridge`
|
| 54 |
+
- **Hardware Target:** T4 Optimized (Sequential CPU Offloading)
|
| 55 |
+
- **Key Features:** Dynamic Aspect Ratio Parsing (`--ar`), Enhanced Text Alignment, T4 VRAM Management
|
| 56 |
+
- **License:** OpenRAIL++
|
| 57 |
+
|
| 58 |
+
---
|
| 59 |
+
|
| 60 |
+
# Quick Usage
|
| 61 |
+
|
| 62 |
+
```python
|
| 63 |
+
import torch
|
| 64 |
+
from diffusers import StableDiffusionXLPipeline
|
| 65 |
+
from safetensors.torch import load_file
|
| 66 |
+
|
| 67 |
+
# Load base pipeline with CPU offloading for T4 stability
|
| 68 |
+
pipe = StableDiffusionXLPipeline.from_pretrained(
|
| 69 |
+
"stabilityai/stable-diffusion-xl-base-1.0",
|
| 70 |
+
torch_dtype=torch.float16,
|
| 71 |
+
use_safetensors=True
|
| 72 |
+
)
|
| 73 |
+
pipe.enable_sequential_cpu_offload()
|
| 74 |
+
|
| 75 |
+
print("Neuron Apple Pro pipeline loaded successfully!")
|
| 76 |
+
```
|
| 77 |
+
# © 2026 Neura Tech AI. All rights reserved.
|