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stable-diffusion-2-1-GGUF

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- ---
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- base_model: stabilityai/stable-diffusion-2-1
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- license: openrail++
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- model_creator: stabilityai
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- model_name: stable-diffusion-2-1
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- quantized_by: Second State Inc.
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- tags:
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- - stable-diffusion
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- - text-to-image
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- ---
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-
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- <!-- header start -->
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- <!-- 200823 -->
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- <div style="width: auto; margin-left: auto; margin-right: auto">
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- <img src="https://github.com/LlamaEdge/LlamaEdge/raw/dev/assets/logo.svg" style="width: 100%; min-width: 400px; display: block; margin: auto;">
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- </div>
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- <hr style="margin-top: 1.0em; margin-bottom: 1.0em;">
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- <!-- header end -->
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-
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- # stable-diffusion-2-1-GGUF
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-
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- ## Original Model
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-
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- [stabilityai/stable-diffusion-2-1](https://huggingface.co/stabilityai/stable-diffusion-2-1)
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-
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- ## Run with LlamaEdge
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-
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- - LlamaEdge version: coming soon
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-
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- <!-- - LlamaEdge version: [v0.12.2](https://github.com/LlamaEdge/LlamaEdge/releases/tag/0.12.2) and above
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-
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- - Prompt template
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-
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- - Prompt type: `chatml`
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-
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- - Prompt string
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-
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- ```text
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- <|im_start|>system
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- {system_message}<|im_end|>
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- <|im_start|>user
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- {prompt}<|im_end|>
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- <|im_start|>assistant
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- ```
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-
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- - Context size: `4096`
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-
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- - Run as LlamaEdge service
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-
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- ```bash
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- wasmedge --dir .:. --nn-preload default:GGML:AUTO:stablelm-2-12b-chat-Q5_K_M.gguf \
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- llama-api-server.wasm \
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- --prompt-template chatml \
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- --ctx-size 4096 \
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- --model-name stablelm-2-12b-chat
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- ```
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-
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- - Run as LlamaEdge command app
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-
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- ```bash
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- wasmedge --dir .:. \
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- --nn-preload default:GGML:AUTO:stablelm-2-12b-chat-Q5_K_M.gguf \
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- llama-chat.wasm \
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- --prompt-template chatml \
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- --ctx-size 4096
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- ``` -->
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-
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- ## Quantized GGUF Models
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-
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- Using formats of different precisions will yield results of varying quality.
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-
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- | f32 | f16 |q8_0 |q5_0 |q5_1 |q4_0 |q4_1 |
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- | ---- |---- |---- |---- |---- |---- |---- |
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- | ![](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) |
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-
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- | Name | Quant method | Bits | Size | Use case |
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- | ---- | ---- | ---- | ---- | ----- |
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- | [v2-1_768-nonema-pruned-Q4_0.gguf](https://huggingface.co/second-state/stable-diffusion-2-1-GGUF/blob/main/v2-1_768-nonema-pruned-Q4_0.gguf) | Q4_0 | 2 | 1.70 GB | |
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- | [v2-1_768-nonema-pruned-Q4_1.gguf](https://huggingface.co/second-state/stable-diffusion-2-1-GGUF/blob/main/v2-1_768-nonema-pruned-Q4_1.gguf) | Q4_1 | 3 | 1.74 GB | |
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- | [v2-1_768-nonema-pruned-Q5_0.gguf](https://huggingface.co/second-state/stable-diffusion-2-1-GGUF/blob/main/v2-1_768-nonema-pruned-Q5_0.gguf) | Q5_0 | 3 | 1.78 GB | |
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- | [v2-1_768-nonema-pruned-Q5_1.gguf](https://huggingface.co/second-state/stable-diffusion-2-1-GGUF/blob/main/v2-1_768-nonema-pruned-Q5_1.gguf) | Q5_1 | 3 | 1.82 GB | |
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- | [v2-1_768-nonema-pruned-Q8_0.gguf](https://huggingface.co/second-state/stable-diffusion-2-1-GGUF/blob/main/v2-1_768-nonema-pruned-Q8_0.gguf) | Q8_0 | 4 | 2.01 GB | |
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- | [v2-1_768-nonema-pruned-f16.gguf](https://huggingface.co/second-state/stable-diffusion-2-1-GGUF/blob/main/v2-1_768-nonema-pruned-f16.gguf) | f16 | 4 | 2.61 GB | |
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- | [v2-1_768-nonema-pruned-f32.gguf](https://huggingface.co/second-state/stable-diffusion-2-1-GGUF/blob/main/v2-1_768-nonema-pruned-f32.gguf) | f32 | 4 | 5.21 GB | |
 
1
+ ---
2
+ base_model: stabilityai/stable-diffusion-2-1
3
+ license: openrail++
4
+ model_creator: stabilityai
5
+ model_name: stable-diffusion-2-1
6
+ quantized_by: Second State Inc.
7
+ tags:
8
+ - stable-diffusion
9
+ - text-to-image
10
+ ---
11
+
12
+ <!-- header start -->
13
+ <!-- 200823 -->
14
+ <div style="width: auto; margin-left: auto; margin-right: auto">
15
+ <img src="https://github.com/LlamaEdge/LlamaEdge/raw/dev/assets/logo.svg" style="width: 100%; min-width: 400px; display: block; margin: auto;">
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+ </div>
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+ <hr style="margin-top: 1.0em; margin-bottom: 1.0em;">
18
+ <!-- header end -->
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+
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+ # stable-diffusion-2-1-GGUF
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+
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+ ## Original Model
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+
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+ [stabilityai/stable-diffusion-2-1](https://huggingface.co/stabilityai/stable-diffusion-2-1)
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+
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+ ## Run with `sd-api-server`
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+
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+ Go to the [sd-api-server](https://github.com/LlamaEdge/sd-api-server/blob/main/README.md) repository for more information.
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+
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+ <!-- - LlamaEdge version: [v0.12.2](https://github.com/LlamaEdge/LlamaEdge/releases/tag/0.12.2) and above
31
+
32
+ - Prompt template
33
+
34
+ - Prompt type: `chatml`
35
+
36
+ - Prompt string
37
+
38
+ ```text
39
+ <|im_start|>system
40
+ {system_message}<|im_end|>
41
+ <|im_start|>user
42
+ {prompt}<|im_end|>
43
+ <|im_start|>assistant
44
+ ```
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+
46
+ - Context size: `4096`
47
+
48
+ - Run as LlamaEdge service
49
+
50
+ ```bash
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+ wasmedge --dir .:. --nn-preload default:GGML:AUTO:stablelm-2-12b-chat-Q5_K_M.gguf \
52
+ llama-api-server.wasm \
53
+ --prompt-template chatml \
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+ --ctx-size 4096 \
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+ --model-name stablelm-2-12b-chat
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+ ```
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+
58
+ - Run as LlamaEdge command app
59
+
60
+ ```bash
61
+ wasmedge --dir .:. \
62
+ --nn-preload default:GGML:AUTO:stablelm-2-12b-chat-Q5_K_M.gguf \
63
+ llama-chat.wasm \
64
+ --prompt-template chatml \
65
+ --ctx-size 4096
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+ ``` -->
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+
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+ ## Quantized GGUF Models
69
+
70
+ Using formats of different precisions will yield results of varying quality.
71
+
72
+ | f32 | f16 |q8_0 |q5_0 |q5_1 |q4_0 |q4_1 |
73
+ | ---- |---- |---- |---- |---- |---- |---- |
74
+ | ![](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) |
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+
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+ | Name | Quant method | Bits | Size | Use case |
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+ | ---- | ---- | ---- | ---- | ----- |
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+ | [v2-1_768-nonema-pruned-Q4_0.gguf](https://huggingface.co/second-state/stable-diffusion-2-1-GGUF/blob/main/v2-1_768-nonema-pruned-Q4_0.gguf) | Q4_0 | 2 | 1.70 GB | |
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+ | [v2-1_768-nonema-pruned-Q4_1.gguf](https://huggingface.co/second-state/stable-diffusion-2-1-GGUF/blob/main/v2-1_768-nonema-pruned-Q4_1.gguf) | Q4_1 | 3 | 1.74 GB | |
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+ | [v2-1_768-nonema-pruned-Q5_0.gguf](https://huggingface.co/second-state/stable-diffusion-2-1-GGUF/blob/main/v2-1_768-nonema-pruned-Q5_0.gguf) | Q5_0 | 3 | 1.78 GB | |
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+ | [v2-1_768-nonema-pruned-Q5_1.gguf](https://huggingface.co/second-state/stable-diffusion-2-1-GGUF/blob/main/v2-1_768-nonema-pruned-Q5_1.gguf) | Q5_1 | 3 | 1.82 GB | |
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+ | [v2-1_768-nonema-pruned-Q8_0.gguf](https://huggingface.co/second-state/stable-diffusion-2-1-GGUF/blob/main/v2-1_768-nonema-pruned-Q8_0.gguf) | Q8_0 | 4 | 2.01 GB | |
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+ | [v2-1_768-nonema-pruned-f16.gguf](https://huggingface.co/second-state/stable-diffusion-2-1-GGUF/blob/main/v2-1_768-nonema-pruned-f16.gguf) | f16 | 4 | 2.61 GB | |
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+ | [v2-1_768-nonema-pruned-f32.gguf](https://huggingface.co/second-state/stable-diffusion-2-1-GGUF/blob/main/v2-1_768-nonema-pruned-f32.gguf) | f32 | 4 | 5.21 GB | |