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README.md

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 ---
-license: apache-2.0
+base_model: runwayml/stable-diffusion-v1-5
+license: creativeml-openrail-m
+inference: true
+model_creator: runwayml
+model_name: stable-diffusion-v1-5
+quantized_by: Second State Inc.
+tags:
+- stable-diffusion
+- stable-diffusion-diffusers
+- text-to-image
 ---
+
+<!-- header start -->
+<!-- 200823 -->
+<div style="width: auto; margin-left: auto; margin-right: auto">
+<img src="https://github.com/LlamaEdge/LlamaEdge/raw/dev/assets/logo.svg" style="width: 100%; min-width: 400px; display: block; margin: auto;">
+</div>
+<hr style="margin-top: 1.0em; margin-bottom: 1.0em;">
+<!-- header end -->
+
+# stable-diffusion-v1-5-GGUF
+
+## Original Model
+
+[runwayml/stable-diffusion-v1-5](https://huggingface.co/runwayml/stable-diffusion-v1-5)
+
+## Run with LlamaEdge
+
+- LlamaEdge version: coming soon
+
+<!-- - LlamaEdge version: [v0.12.2](https://github.com/LlamaEdge/LlamaEdge/releases/tag/0.12.2) and above
+
+- Prompt template
+
+  - Prompt type: `chatml`
+
+  - Prompt string
+
+    ```text
+    <|im_start|>system
+    {system_message}<|im_end|>
+    <|im_start|>user
+    {prompt}<|im_end|>
+    <|im_start|>assistant
+    ```
+
+- Context size: `4096`
+
+- Run as LlamaEdge service
+
+  ```bash
+  wasmedge --dir .:. --nn-preload default:GGML:AUTO:stablelm-2-12b-chat-Q5_K_M.gguf \
+    llama-api-server.wasm \
+    --prompt-template chatml \
+    --ctx-size 4096 \
+    --model-name stablelm-2-12b-chat
+  ```
+
+- Run as LlamaEdge command app
+
+  ```bash
+  wasmedge --dir .:. \
+    --nn-preload default:GGML:AUTO:stablelm-2-12b-chat-Q5_K_M.gguf \
+    llama-chat.wasm \
+    --prompt-template chatml \
+    --ctx-size 4096
+  ``` -->
+
+## 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  |
+| ----  |----  |----  |----  |----  |----  |----  |
+| ![](https://github.com/leejet/stable-diffusion.cpp/blob/master/assets/f32.png?raw=true) |![](https://github.com/leejet/stable-diffusion.cpp/blob/master/assets/f16.png?raw=true) |![](https://github.com/leejet/stable-diffusion.cpp/blob/master/assets/q8_0.png?raw=true) |![](https://github.com/leejet/stable-diffusion.cpp/blob/master/assets/q5_0.png?raw=true) |![](https://github.com/leejet/stable-diffusion.cpp/blob/master/assets/q5_1.png?raw=true) |![](https://github.com/leejet/stable-diffusion.cpp/blob/master/assets/q4_0.png?raw=true) |![](https://github.com/leejet/stable-diffusion.cpp/blob/master/assets/q4_1.png?raw=true) |
+
+| Name | Quant method | Bits | Size | Use case |
+| ---- | ---- | ---- | ---- | ----- |
+| [stable-diffusion-v1-5-pruned-emaonly-Q4_0.gguf](https://huggingface.co/second-state/stable-diffusion-v1-5-GGUF/blob/main/stable-diffusion-v1-5-pruned-emaonly-Q4_0.gguf) | Q4_0 | 2 | 1.57 GB | |
+| [stable-diffusion-v1-5-pruned-emaonly-Q4_1.gguf](https://huggingface.co/second-state/stable-diffusion-v1-5-GGUF/blob/main/stable-diffusion-v1-5-pruned-emaonly-Q4_1.gguf) | Q4_1 | 3 | 1.59 GB | |
+| [stable-diffusion-v1-5-pruned-emaonly-Q5_0.gguf](https://huggingface.co/second-state/stable-diffusion-v1-5-GGUF/blob/main/stable-diffusion-v1-5-pruned-emaonly-Q5_0.gguf) | Q5_0 | 3 | 1.62 GB | |
+| [stable-diffusion-v1-5-pruned-emaonly-Q5_1.gguf](https://huggingface.co/second-state/stable-diffusion-v1-5-GGUF/blob/main/stable-diffusion-v1-5-pruned-emaonly-Q5_1.gguf) | Q5_1 | 3 | 1.64 GB | |
+| [stable-diffusion-v1-5-pruned-emaonly-Q8_0.gguf](https://huggingface.co/second-state/stable-diffusion-v1-5-GGUF/blob/main/stable-diffusion-v1-5-pruned-emaonly-Q8_0.gguf) | Q8_0 | 4 | 1.76 GB | |
+| [stable-diffusion-v1-5-pruned-emaonly-f16.gguf](https://huggingface.co/second-state/stable-diffusion-v1-5-GGUF/blob/main/stable-diffusion-v1-5-pruned-emaonly-f16.gguf)   | f16  | 4 | 2.13 GB | |
+| [stable-diffusion-v1-5-pruned-emaonly-f32.gguf](https://huggingface.co/second-state/stable-diffusion-v1-5-GGUF/blob/main/stable-diffusion-v1-5-pruned-emaonly-f32.gguf)   | f32  | 4 | 4.27 GB | |