README.md

metadata

title: Cpustablediff
emoji: 🏃
colorFrom: yellow
colorTo: indigo
sdk: gradio
sdk_version: 5.31.0
app_file: app.py
pinned: false
license: apache-2.0
short_description: cpu image maker ai

🤖✨ AI Image Generator (CPU)

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---

🚀 Overview

Leverage Generative AI and latent diffusion to turn text prompts into stunning images—entirely on CPU. No GPUs, no paid APIs—just open-source models and your browser.

Key AI buzzwords:
• Latent Diffusion • Denoising U-Net • Cross-Attention • Text-to-Image Generation • CLIP-Guided Prompting • Zero-Shot Creativity • Edge Inference • Cloud-Native Deployment

---

✨ Features

🔑 Feature	🔍 Description
🌌 Creative Prompts	Supports any imaginative text input—landscapes, portraits, abstract art
⚙️ Adjustable Steps	Control fidelity vs. speed (1–50 inference steps)
💻 CPU-Only Inference	Runs on free-tier Spaces (2 vCPU / 16 GB RAM), no CUDA required
🎛️ Sleek UI	Gradio Blocks for intuitive prompt entry and result display
🔄 Stateless	Each request is independent—no session state or logging overhead
🔧 Modular	Swap pipeline ID to any other text-to-image model with minimal change

---

🏗️ Architecture & Workflow

1. Prompt Encoding
   The text prompt is tokenized and mapped into the model’s latent space.
2. Denoising Loop
   A U-Net repeatedly denoises latent noise over N steps guided by cross-attention to the prompt.
3. Decoder
   The final latent is decoded into an RGB image via the model’s VAE.
4. Rendering
   Gradio streams the generated image back to the browser for instant viewing.

---

🛠️ Local Development

git clone https://github.com/your-username/cpu-image-gen.git
cd cpu-image-gen
python3 -m venv venv && source venv/bin/activate
pip install -r requirements.txt
python app.py

## Latest Update

- Improved latent diffusion model performance. - May 29, 2025 📝
- Optimized CPU inference for faster image generation. - November 06, 2025 📝
- Enhanced Gradio UI for prompt input. - November 04, 2025 📝
- Added support for more inference steps. 🌌 - November 03, 2025 📝
- Improved latent diffusion model performance. - November 01, 2025 📝
- Improved image quality with new denoising parameters. - October 30, 2025 📝
- Optimized CPU inference for faster image generation. - October 29, 2025 📝
- Enhanced Gradio UI for prompt input. 🎛️ - October 27, 2025 📝
- Added support for more inference steps. - October 25, 2025 📝
- Improved latent diffusion model performance. - October 22, 2025 📝
- Improved image quality with new denoising parameters. 🎛️ - October 20, 2025 📝
- Optimized CPU inference for faster image generation. 🤖 - October 17, 2025 📝
- Enhanced Gradio UI for prompt input. - October 15, 2025 📝
- Added support for more inference steps. ⚙️ - October 14, 2025 📝
- Improved latent diffusion model performance. 🌌 - October 12, 2025 📝
- Improved image quality with new denoising parameters. ✨ - October 09, 2025 📝
- Optimized CPU inference for faster image generation. - October 08, 2025 📝
- Enhanced Gradio UI for prompt input. - October 06, 2025 📝
- Added support for more inference steps. ✨ - October 04, 2025 📝
- Improved latent diffusion model performance. ⚙️ - October 03, 2025 📝
- Improved image quality with new denoising parameters. 🤖 - October 01, 2025 📝
- Optimized CPU inference for faster image generation. 🌌 - September 29, 2025 📝
- Enhanced Gradio UI for prompt input. 🎛️ - September 28, 2025 📝
- Added support for more inference steps. - September 26, 2025 📝
- Improved latent diffusion model performance. 🤖 - September 24, 2025 📝
- Improved image quality with new denoising parameters. ✨ - September 23, 2025 📝
- Optimized CPU inference for faster image generation. 🎛️ - September 21, 2025 📝
- Enhanced Gradio UI for prompt input. - September 19, 2025 📝
- Added support for more inference steps. - September 18, 2025 📝
- Improved latent diffusion model performance. - September 16, 2025 📝
- Improved image quality with new denoising parameters. ⚙️ - September 14, 2025 📝
- Optimized CPU inference for faster image generation. - September 13, 2025 📝
- Enhanced Gradio UI for prompt input. - September 11, 2025 📝
- Added support for more inference steps. 🌌 - September 09, 2025 📝
- Improved latent diffusion model performance. 🌌 - September 08, 2025 📝
- Improved image quality with new denoising parameters. - September 06, 2025 📝
- Optimized CPU inference for faster image generation. - September 04, 2025 📝
- Enhanced Gradio UI for prompt input. 🤖 - September 03, 2025 📝
- Added support for more inference steps. - September 01, 2025 📝
- Improved latent diffusion model performance. - August 30, 2025 📝
- Optimized CPU inference for faster image generation. ✨ - August 29, 2025 📝
- Enhanced Gradio UI for prompt input. 🎛️ - August 27, 2025 📝
- Added support for more inference steps. - August 25, 2025 📝
- Improved latent diffusion model performance. - August 24, 2025 📝
- Improved image quality with new denoising parameters. - August 22, 2025 📝
- Optimized CPU inference for faster image generation. - August 20, 2025 📝
- Enhanced Gradio UI for prompt input. - August 19, 2025 📝
- Added support for more inference steps. ⚙️ - August 17, 2025 📝
- Improved latent diffusion model performance. 🤖 - August 14, 2025 📝
- Improved image quality with new denoising parameters. - August 13, 2025 📝
- Optimized CPU inference for faster image generation. 🌌 - August 12, 2025 📝
- Enhanced Gradio UI for prompt input. - August 11, 2025 📝
- Added support for more inference steps. 🎛️ - August 10, 2025 📝
- Optimized CPU inference for faster image generation. 🎛️ - August 08, 2025 📝
- Enhanced Gradio UI for prompt input. 🌌 - August 07, 2025 📝
- Added support for more inference steps. 🌌 - August 06, 2025 📝
- Improved latent diffusion model performance. - August 05, 2025 📝
- Improved image quality with new denoising parameters. - August 04, 2025 📝
- Optimized CPU inference for faster image generation. - August 03, 2025 📝
- Enhanced Gradio UI for prompt input. - August 02, 2025 📝
- Added support for more inference steps. 🤖 - August 01, 2025 📝
- Improved latent diffusion model performance. 🎛️ - July 31, 2025 📝
- Improved image quality with new denoising parameters. ✨ - July 30, 2025 📝
- Optimized CPU inference for faster image generation. ⚙️ - July 29, 2025 📝
- Enhanced Gradio UI for prompt input. - July 28, 2025 📝
- Added support for more inference steps. - July 27, 2025 📝
- Improved latent diffusion model performance. 🌌 - July 26, 2025 📝
- Improved image quality with new denoising parameters. - July 25, 2025 📝
- Optimized CPU inference for faster image generation. 🤖 - July 24, 2025 📝
- Enhanced Gradio UI for prompt input. 🎛️ - July 23, 2025 📝
- Added support for more inference steps. ⚙️ - July 22, 2025 📝
- Improved latent diffusion model performance. - July 21, 2025 📝
- Improved image quality with new denoising parameters. - July 20, 2025 📝
- Optimized CPU inference for faster image generation. ✨ - July 19, 2025 📝
- Enhanced Gradio UI for prompt input. - July 18, 2025 📝
- Added support for more inference steps. 🤖 - July 17, 2025 📝
- Improved latent diffusion model performance. - July 16, 2025 📝
- Improved image quality with new denoising parameters. 🎛️ - July 15, 2025 📝
- Optimized CPU inference for faster image generation. ⚙️ - July 11, 2025 📝
- Enhanced Gradio UI for prompt input. ✨ - July 10, 2025 📝
- Added support for more inference steps. 🌌 - July 09, 2025 📝
- Improved latent diffusion model performance. - July 08, 2025 📝
- Improved image quality with new denoising parameters. - July 07, 2025 📝
- Optimized CPU inference for faster image generation. 🤖 - July 06, 2025 📝
- Enhanced Gradio UI for prompt input. ✨ - July 05, 2025 📝
- Added support for more inference steps. - July 04, 2025 📝
- Improved latent diffusion model performance. ⚙️ - July 03, 2025 📝
- Improved image quality with new denoising parameters. - July 02, 2025 📝
- Optimized CPU inference for faster image generation. 🎛️ - July 01, 2025 📝
- Enhanced Gradio UI for prompt input. 🌌 - June 30, 2025 📝
- Added support for more inference steps. - June 29, 2025 📝
- Improved latent diffusion model performance. - June 28, 2025 📝
- Improved image quality with new denoising parameters. ⚙️ - June 27, 2025 📝
- Optimized CPU inference for faster image generation. - June 26, 2025 📝
- Enhanced Gradio UI for prompt input. - June 25, 2025 📝
- Added support for more inference steps. - June 24, 2025 📝
- Improved image quality with new denoising parameters. ✨ - June 22, 2025 📝
- Optimized CPU inference for faster image generation. 🎛️ - June 21, 2025 📝
- Enhanced Gradio UI for prompt input. 🌌 - June 20, 2025 📝
- Added support for more inference steps. - June 19, 2025 📝
- Improved latent diffusion model performance. - June 18, 2025 📝
- Improved image quality with new denoising parameters. 🤖 - June 17, 2025 📝
- Optimized CPU inference for faster image generation. ✨ - June 16, 2025 📝
- Enhanced Gradio UI for prompt input. 🎛️ - June 15, 2025 📝
- Added support for more inference steps. 🌌 - June 14, 2025 📝
- Improved latent diffusion model performance. ⚙️ - June 13, 2025 📝
- Optimized CPU inference for faster image generation. - June 11, 2025 📝
- Enhanced Gradio UI for prompt input. - June 10, 2025 📝
- Added support for more inference steps. - June 09, 2025 📝
- Improved latent diffusion model performance. - June 08, 2025 📝
- Improved image quality with new denoising parameters. ⚙️ - June 07, 2025 📝
- Optimized CPU inference for faster image generation. 🌌 - June 06, 2025 📝
- Enhanced Gradio UI for prompt input. 🤖 - June 05, 2025 📝
- Added support for more inference steps. - June 04, 2025 📝
- Improved latent diffusion model performance. - June 03, 2025 📝
- Improved image quality with new denoising parameters. 🎛️ - June 02, 2025 📝
- Optimized CPU inference for faster image generation. - June 01, 2025 📝
- Enhanced Gradio UI for prompt input. ✨ - May 31, 2025 📝
- Added support for more inference steps. - May 30, 2025 📝

**Website**: https://ghostainews.com/
**Discord**: https://discord.gg/BfA23aYz