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---
license: creativeml-openrail-m
pipeline_tag: text-to-image
tags:
- AIoT
- QNN
---
## Stable-Diffusion-v2.1: Text to Image
Stable-Diffusion, developed by Stability AI, is an open-source text-to-image generation model based on the Latent Diffusion architecture, capable of producing high-quality visuals from natural language prompts. Trained on billions of text-image pairs, it generates photorealistic, artistic, or abstract outputs across resolutions (e.g., 512x512 to 1024x1024), widely used in creative design, advertising, game asset development, and educational visualization. The open-source framework enables local deployment with customizable parameters (e.g., prompts, sampling steps) for precise control, while supporting extensions like image inpainting and super-resolution. Challenges include balancing output quality with computational demands (mid-to-high-tier GPUs required), mitigating biased/sensitive content generation, and optimizing real-time performance.
The source model can be found [here](https://github.com/CompVis/stable-diffusion/tree/main)
## Performance Reference
Please search model by model name in [Model Farm](https://aiot.aidlux.com/en/models)
## Inference & Model Conversion
Please search model by model name in [Model Farm](https://aiot.aidlux.com/en/models)
## License
- Source Model: [CREATIVEML-OPENRAIL-M](https://github.com/CompVis/stable-diffusion/blob/main/LICENSE)
- Deployable Model: [CREATIVEML-OPENRAIL-M](https://github.com/CompVis/stable-diffusion/blob/main/LICENSE) |