stable diffusion v1 5 GGUF
by second-state
Open source · 19k downloads · 29 likes
1.8
(29 reviews)ImageAPI & LocalAbout
The Stable Diffusion v1.5 GGUF model is an optimized and quantized version of the renowned Stable Diffusion v1.5 image-generation model, designed to operate more efficiently with reduced resource demands. It generates realistic or artistic images from text descriptions, offering flexibility for creating a wide range of visuals. Key use cases include artistic creation, graphic design, illustration, and generating visual content for creative projects. What sets it apart is its compatibility with the GGUF format, which enhances performance while minimizing required resources while maintaining high image quality.
Documentation
stable-diffusion-v1-5-GGUF
Original Model
runwayml/stable-diffusion-v1-5
Run with LlamaEdge-StableDiffusion
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Version: v0.2.0
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Run as LlamaEdge service
Bashwasmedge --dir .:. sd-api-server.wasm \ --model-name sd-v1.5 \ --model stable-diffusion-v1-5-pruned-emaonly-Q8_0.gguf
Quantized GGUF Models
Using formats of different precisions will yield results of varying quality.
| f32 | f16 | q8_0 | q5_0 | q5_1 | q4_0 | q4_1 |
|---|---|---|---|---|---|---|
 |  |  |  |  |  |  |
| Name | Quant method | Bits | Size | Use case |
|---|---|---|---|---|
| stable-diffusion-v1-5-pruned-emaonly-Q4_0.gguf | Q4_0 | 2 | 1.57 GB | |
| stable-diffusion-v1-5-pruned-emaonly-Q4_1.gguf | Q4_1 | 3 | 1.59 GB | |
| stable-diffusion-v1-5-pruned-emaonly-Q5_0.gguf | Q5_0 | 3 | 1.62 GB | |
| stable-diffusion-v1-5-pruned-emaonly-Q5_1.gguf | Q5_1 | 3 | 1.64 GB | |
| stable-diffusion-v1-5-pruned-emaonly-Q8_0.gguf | Q8_0 | 4 | 1.76 GB | |
| stable-diffusion-v1-5-pruned-emaonly-f16.gguf | f16 | 4 | 2.13 GB | |
| stable-diffusion-v1-5-pruned-emaonly-f32.gguf | f32 | 4 | 4.27 GB |
Capabilities & Tags
ggufstable-diffusionstable-diffusion-diffuserstext-to-image
Links & Resources