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| 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) | |
| [](https://huggingface.co/spaces/your-username/cpu-image-gen) | |
| [] | |
| [](https://huggingface.co/runwayml/stable-diffusion-v1-5) | |
| [](LICENSE) | |
| --- | |
| ## 🚀 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 | |
| ```bash | |
| 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 📝 | |
| - Improved latent diffusion model performance. - January 16, 2026 📝 | |
| - Improved image quality with new denoising parameters. - January 15, 2026 📝 | |
| - Optimized CPU inference for faster image generation. 🤖 - January 13, 2026 📝 | |
| - Enhanced Gradio UI for prompt input. ⚙️ - January 11, 2026 📝 | |
| - Added support for more inference steps. 🎛️ - January 10, 2026 📝 | |
| - Improved latent diffusion model performance. - January 08, 2026 📝 | |
| - Improved image quality with new denoising parameters. - January 06, 2026 📝 | |
| - Optimized CPU inference for faster image generation. ✨ - January 05, 2026 📝 | |
| - Enhanced Gradio UI for prompt input. - January 03, 2026 📝 | |
| - Added support for more inference steps. - January 01, 2026 📝 | |
| - Improved latent diffusion model performance. - December 31, 2025 📝 | |
| - Improved image quality with new denoising parameters. ⚙️ - December 29, 2025 📝 | |
| - Optimized CPU inference for faster image generation. - December 27, 2025 📝 | |
| - Enhanced Gradio UI for prompt input. 🌌 - December 26, 2025 📝 | |
| - Added support for more inference steps. - December 24, 2025 📝 | |
| - Improved latent diffusion model performance. 🤖 - December 22, 2025 📝 | |
| - Improved image quality with new denoising parameters. - December 21, 2025 📝 | |
| - Optimized CPU inference for faster image generation. - December 19, 2025 📝 | |
| - Enhanced Gradio UI for prompt input. ✨ - December 17, 2025 📝 | |
| - Added support for more inference steps. 🎛️ - December 16, 2025 📝 | |
| - Improved latent diffusion model performance. - December 14, 2025 📝 | |
| - Improved image quality with new denoising parameters. - December 12, 2025 📝 | |
| - Optimized CPU inference for faster image generation. 🌌 - December 11, 2025 📝 | |
| - Enhanced Gradio UI for prompt input. - December 09, 2025 📝 | |
| - Added support for more inference steps. 🎛️ - December 07, 2025 📝 | |
| - Improved latent diffusion model performance. 🤖 - December 04, 2025 📝 | |
| - Improved image quality with new denoising parameters. ⚙️ - December 02, 2025 📝 | |
| - Optimized CPU inference for faster image generation. - November 29, 2025 📝 | |
| - Enhanced Gradio UI for prompt input. - November 27, 2025 📝 | |
| - Added support for more inference steps. ✨ - November 24, 2025 📝 | |
| - Improved latent diffusion model performance. - November 22, 2025 📝 | |
| - Improved image quality with new denoising parameters. - November 19, 2025 📝 | |
| - Enhanced Gradio UI for prompt input. - November 15, 2025 📝 | |
| - Added support for more inference steps. - November 11, 2025 📝 | |
| - Improved latent diffusion model performance. 🤖 - November 09, 2025 📝 | |
| - Improved image quality with new denoising parameters. - November 08, 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 |