Hugging Face's logo

second-state
/
stable-diffusion-2-1-GGUF

Text-to-Image
GGUF
stable-diffusion
Model card Files Community
apepkuss79 commited on
Commit
27a8ead
•
1 Parent(s): c274aea

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +84 -84
README.md CHANGED
@@ -1,84 +1,84 @@
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;">
16
- </div>
17
- <hr style="margin-top: 1.0em; margin-bottom: 1.0em;">
18
- <!-- header end -->
19
-
20
- # stable-diffusion-2-1-GGUF
21
-
22
- ## Original Model
23
-
24
- [stabilityai/stable-diffusion-2-1](https://huggingface.co/stabilityai/stable-diffusion-2-1)
25
-
26
- ## Run with LlamaEdge
27
-
28
- - LlamaEdge version: coming soon
29
-
30
- <!-- - 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
- ```
45
-
46
- - Context size: `4096`
47
-
48
- - Run as LlamaEdge service
49
-
50
- ```bash
51
- wasmedge --dir .:. --nn-preload default:GGML:AUTO:stablelm-2-12b-chat-Q5_K_M.gguf \
52
- llama-api-server.wasm \
53
- --prompt-template chatml \
54
- --ctx-size 4096 \
55
- --model-name stablelm-2-12b-chat
56
- ```
57
-
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
66
- ``` -->
67
-
68
- ## 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) |
75
-
76
- | Name | Quant method | Bits | Size | Use case |
77
- | ---- | ---- | ---- | ---- | ----- |
78
- | [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 | |
79
- | [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 | |
80
- | [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 | |
81
- | [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 | |
82
- | [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 | |
83
- | [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 | |
84
- | [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;">
16
+ </div>
17
+ <hr style="margin-top: 1.0em; margin-bottom: 1.0em;">
18
+ <!-- header end -->
19
+
20
+ # stable-diffusion-2-1-GGUF
21
+
22
+ ## Original Model
23
+
24
+ [stabilityai/stable-diffusion-2-1](https://huggingface.co/stabilityai/stable-diffusion-2-1)
25
+
26
+ ## Run with `sd-api-server`
27
+
28
+ Go to the [sd-api-server](https://github.com/LlamaEdge/sd-api-server/blob/main/README.md) repository for more information.
29
+
30
+ <!-- - 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
+ ```
45
+
46
+ - Context size: `4096`
47
+
48
+ - Run as LlamaEdge service
49
+
50
+ ```bash
51
+ wasmedge --dir .:. --nn-preload default:GGML:AUTO:stablelm-2-12b-chat-Q5_K_M.gguf \
52
+ llama-api-server.wasm \
53
+ --prompt-template chatml \
54
+ --ctx-size 4096 \
55
+ --model-name stablelm-2-12b-chat
56
+ ```
57
+
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
66
+ ``` -->
67
+
68
+ ## 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) |
75
+
76
+ | Name | Quant method | Bits | Size | Use case |
77
+ | ---- | ---- | ---- | ---- | ----- |
78
+ | [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 | |
79
+ | [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 | |
80
+ | [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 | |
81
+ | [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 | |
82
+ | [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 | |
83
+ | [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 | |
84
+ | [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 | |