Update README.md

README.md

@@ -1,96 +1,96 @@
----
-base_model: deepseek-ai/DeepSeek-R1-Distill-Qwen-7B
-license: apache-2.0
-license_link: https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-7B/blob/main/LICENSE
-model_creator: Qwen
-model_name: DeepSeek-R1-Distill-Qwen-7B
-quantized_by: Second State Inc.
-library_name: transformers
----
-
-<!-- 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 -->
-
-# DeepSeek-R1-Distill-Qwen-7B-GGUF
-
-## Original Model
-
-[deepseek-ai/DeepSeek-R1-Distill-Qwen-7B](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-7B)
-
-## Run with LlamaEdge
-
-- LlamaEdge version: coming soon
-
-<!-- - LlamaEdge version: [v0.14.3](https://github.com/LlamaEdge/LlamaEdge/releases/tag/0.14.3) -->
-
-<!-- - Prompt template
-
-  - Prompt type: `qwen-2.5-coder`
-
-  - Prompt string
-
-    - File-Level Code Completion (Fill in the middle)
-
-      ```text
-      <|fim_prefix|>{prefix_code}<|fim_suffix|>{suffix_code}<|fim_middle|>
-      ```
-
-      *Reference: https://github.com/QwenLM/Qwen2.5-Coder?tab=readme-ov-file#3-file-level-code-completion-fill-in-the-middle*
-
-    - Repository-Level Code Completion
-
-      ```text
-      <|repo_name|>{repo_name}
-      <|file_sep|>{file_path1}
-      {file_content1}
-      <|file_sep|>{file_path2}
-      {file_content2}
-      ```
-
-      *Reference: https://github.com/QwenLM/Qwen2.5-Coder?tab=readme-ov-file#4-repository-level-code-completion*
-
-- Context size: `128000`
-
-- Run as LlamaEdge service
-
-  ```bash
-  wasmedge --dir .:. --nn-preload default:GGML:AUTO:DeepSeek-R1-Distill-Qwen-7B-Q5_K_M.gguf \
-    llama-api-server.wasm \
-    --model-name DeepSeek-R1-Distill-Qwen-7B \
-    --prompt-template qwen-2.5-coder \
-    --ctx-size 128000
-  ```
-
-- Run as LlamaEdge command app
-
-  ```bash
-  wasmedge --dir .:. --nn-preload default:GGML:AUTO:DeepSeek-R1-Distill-Qwen-7B-Q5_K_M.gguf \
-    llama-chat.wasm \
-    --prompt-template qwen-2.5-coder \
-    --ctx-size 128000
-  ``` -->
-
-## Quantized GGUF Models
-
-| Name | Quant method | Bits | Size | Use case |
-| ---- | ---- | ---- | ---- | ----- |
-| [DeepSeek-R1-Distill-Qwen-7B-Q2_K.gguf](https://huggingface.co/second-state/DeepSeek-R1-Distill-Qwen-7B-GGUF/blob/main/DeepSeek-R1-Distill-Qwen-7B-Q2_K.gguf)     | Q2_K   | 2 | 3.02 GB| smallest, significant quality loss - not recommended for most purposes |
-| [DeepSeek-R1-Distill-Qwen-7B-Q3_K_L.gguf](https://huggingface.co/second-state/DeepSeek-R1-Distill-Qwen-7B-GGUF/blob/main/DeepSeek-R1-Distill-Qwen-7B-Q3_K_L.gguf) | Q3_K_L | 3 | 4.09 GB| small, substantial quality loss |
-| [DeepSeek-R1-Distill-Qwen-7B-Q3_K_M.gguf](https://huggingface.co/second-state/DeepSeek-R1-Distill-Qwen-7B-GGUF/blob/main/DeepSeek-R1-Distill-Qwen-7B-Q3_K_M.gguf) | Q3_K_M | 3 | 3.81 GB| very small, high quality loss |
-| [DeepSeek-R1-Distill-Qwen-7B-Q3_K_S.gguf](https://huggingface.co/second-state/DeepSeek-R1-Distill-Qwen-7B-GGUF/blob/main/DeepSeek-R1-Distill-Qwen-7B-Q3_K_S.gguf) | Q3_K_S | 3 | 3.49 GB| very small, high quality loss |
-| [DeepSeek-R1-Distill-Qwen-7B-Q4_0.gguf](https://huggingface.co/second-state/DeepSeek-R1-Distill-Qwen-7B-GGUF/blob/main/DeepSeek-R1-Distill-Qwen-7B-Q4_0.gguf)     | Q4_0   | 4 | 4.43 GB| legacy; small, very high quality loss - prefer using Q3_K_M |
-| [DeepSeek-R1-Distill-Qwen-7B-Q4_K_M.gguf](https://huggingface.co/second-state/DeepSeek-R1-Distill-Qwen-7B-GGUF/blob/main/DeepSeek-R1-Distill-Qwen-7B-Q4_K_M.gguf) | Q4_K_M | 4 | 4.68 GB| medium, balanced quality - recommended |
-| [DeepSeek-R1-Distill-Qwen-7B-Q4_K_S.gguf](https://huggingface.co/second-state/DeepSeek-R1-Distill-Qwen-7B-GGUF/blob/main/DeepSeek-R1-Distill-Qwen-7B-Q4_K_S.gguf) | Q4_K_S | 4 | 4.46 GB| small, greater quality loss |
-| [DeepSeek-R1-Distill-Qwen-7B-Q5_0.gguf](https://huggingface.co/second-state/DeepSeek-R1-Distill-Qwen-7B-GGUF/blob/main/DeepSeek-R1-Distill-Qwen-7B-Q5_0.gguf)     | Q5_0   | 5 | 5.32 GB| legacy; medium, balanced quality - prefer using Q4_K_M |
-| [DeepSeek-R1-Distill-Qwen-7B-Q5_K_M.gguf](https://huggingface.co/second-state/DeepSeek-R1-Distill-Qwen-7B-GGUF/blob/main/DeepSeek-R1-Distill-Qwen-7B-Q5_K_M.gguf) | Q5_K_M | 5 | 5.44 GB| large, very low quality loss - recommended |
-| [DeepSeek-R1-Distill-Qwen-7B-Q5_K_S.gguf](https://huggingface.co/second-state/DeepSeek-R1-Distill-Qwen-7B-GGUF/blob/main/DeepSeek-R1-Distill-Qwen-7B-Q5_K_S.gguf) | Q5_K_S | 5 | 5.32 GB| large, low quality loss - recommended |
-| [DeepSeek-R1-Distill-Qwen-7B-Q6_K.gguf](https://huggingface.co/second-state/DeepSeek-R1-Distill-Qwen-7B-GGUF/blob/main/DeepSeek-R1-Distill-Qwen-7B-Q6_K.gguf)     | Q6_K   | 6 | 6.25 GB| very large, extremely low quality loss |
-| [DeepSeek-R1-Distill-Qwen-7B-Q8_0.gguf](https://huggingface.co/second-state/DeepSeek-R1-Distill-Qwen-7B-GGUF/blob/main/DeepSeek-R1-Distill-Qwen-7B-Q8_0.gguf)     | Q8_0   | 8 | 8.21 GB| very large, extremely low quality loss - not recommended |
-| [DeepSeek-R1-Distill-Qwen-7B-f16.gguf](https://huggingface.co/second-state/DeepSeek-R1-Distill-Qwen-7B-GGUF/blob/main/DeepSeek-R1-Distill-Qwen-7B-f16.gguf)       | f16    | 16 | 15.2 GB| |
-
+---
+base_model: deepseek-ai/DeepSeek-R1-Distill-Qwen-7B
+license: apache-2.0
+license_link: https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-7B/blob/main/LICENSE
+model_creator: deepseek-ai
+model_name: DeepSeek-R1-Distill-Qwen-7B
+quantized_by: Second State Inc.
+library_name: transformers
+---
+
+<!-- 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 -->
+
+# DeepSeek-R1-Distill-Qwen-7B-GGUF
+
+## Original Model
+
+[deepseek-ai/DeepSeek-R1-Distill-Qwen-7B](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-7B)
+
+## Run with LlamaEdge
+
+- LlamaEdge version: coming soon
+
+<!-- - LlamaEdge version: [v0.14.3](https://github.com/LlamaEdge/LlamaEdge/releases/tag/0.14.3) -->
+
+<!-- - Prompt template
+
+  - Prompt type: `qwen-2.5-coder`
+
+  - Prompt string
+
+    - File-Level Code Completion (Fill in the middle)
+
+      ```text
+      <|fim_prefix|>{prefix_code}<|fim_suffix|>{suffix_code}<|fim_middle|>
+      ```
+
+      *Reference: https://github.com/QwenLM/Qwen2.5-Coder?tab=readme-ov-file#3-file-level-code-completion-fill-in-the-middle*
+
+    - Repository-Level Code Completion
+
+      ```text
+      <|repo_name|>{repo_name}
+      <|file_sep|>{file_path1}
+      {file_content1}
+      <|file_sep|>{file_path2}
+      {file_content2}
+      ```
+
+      *Reference: https://github.com/QwenLM/Qwen2.5-Coder?tab=readme-ov-file#4-repository-level-code-completion*
+
+- Context size: `128000`
+
+- Run as LlamaEdge service
+
+  ```bash
+  wasmedge --dir .:. --nn-preload default:GGML:AUTO:DeepSeek-R1-Distill-Qwen-7B-Q5_K_M.gguf \
+    llama-api-server.wasm \
+    --model-name DeepSeek-R1-Distill-Qwen-7B \
+    --prompt-template qwen-2.5-coder \
+    --ctx-size 128000
+  ```
+
+- Run as LlamaEdge command app
+
+  ```bash
+  wasmedge --dir .:. --nn-preload default:GGML:AUTO:DeepSeek-R1-Distill-Qwen-7B-Q5_K_M.gguf \
+    llama-chat.wasm \
+    --prompt-template qwen-2.5-coder \
+    --ctx-size 128000
+  ``` -->
+
+## Quantized GGUF Models
+
+| Name | Quant method | Bits | Size | Use case |
+| ---- | ---- | ---- | ---- | ----- |
+| [DeepSeek-R1-Distill-Qwen-7B-Q2_K.gguf](https://huggingface.co/second-state/DeepSeek-R1-Distill-Qwen-7B-GGUF/blob/main/DeepSeek-R1-Distill-Qwen-7B-Q2_K.gguf)     | Q2_K   | 2 | 3.02 GB| smallest, significant quality loss - not recommended for most purposes |
+| [DeepSeek-R1-Distill-Qwen-7B-Q3_K_L.gguf](https://huggingface.co/second-state/DeepSeek-R1-Distill-Qwen-7B-GGUF/blob/main/DeepSeek-R1-Distill-Qwen-7B-Q3_K_L.gguf) | Q3_K_L | 3 | 4.09 GB| small, substantial quality loss |
+| [DeepSeek-R1-Distill-Qwen-7B-Q3_K_M.gguf](https://huggingface.co/second-state/DeepSeek-R1-Distill-Qwen-7B-GGUF/blob/main/DeepSeek-R1-Distill-Qwen-7B-Q3_K_M.gguf) | Q3_K_M | 3 | 3.81 GB| very small, high quality loss |
+| [DeepSeek-R1-Distill-Qwen-7B-Q3_K_S.gguf](https://huggingface.co/second-state/DeepSeek-R1-Distill-Qwen-7B-GGUF/blob/main/DeepSeek-R1-Distill-Qwen-7B-Q3_K_S.gguf) | Q3_K_S | 3 | 3.49 GB| very small, high quality loss |
+| [DeepSeek-R1-Distill-Qwen-7B-Q4_0.gguf](https://huggingface.co/second-state/DeepSeek-R1-Distill-Qwen-7B-GGUF/blob/main/DeepSeek-R1-Distill-Qwen-7B-Q4_0.gguf)     | Q4_0   | 4 | 4.43 GB| legacy; small, very high quality loss - prefer using Q3_K_M |
+| [DeepSeek-R1-Distill-Qwen-7B-Q4_K_M.gguf](https://huggingface.co/second-state/DeepSeek-R1-Distill-Qwen-7B-GGUF/blob/main/DeepSeek-R1-Distill-Qwen-7B-Q4_K_M.gguf) | Q4_K_M | 4 | 4.68 GB| medium, balanced quality - recommended |
+| [DeepSeek-R1-Distill-Qwen-7B-Q4_K_S.gguf](https://huggingface.co/second-state/DeepSeek-R1-Distill-Qwen-7B-GGUF/blob/main/DeepSeek-R1-Distill-Qwen-7B-Q4_K_S.gguf) | Q4_K_S | 4 | 4.46 GB| small, greater quality loss |
+| [DeepSeek-R1-Distill-Qwen-7B-Q5_0.gguf](https://huggingface.co/second-state/DeepSeek-R1-Distill-Qwen-7B-GGUF/blob/main/DeepSeek-R1-Distill-Qwen-7B-Q5_0.gguf)     | Q5_0   | 5 | 5.32 GB| legacy; medium, balanced quality - prefer using Q4_K_M |
+| [DeepSeek-R1-Distill-Qwen-7B-Q5_K_M.gguf](https://huggingface.co/second-state/DeepSeek-R1-Distill-Qwen-7B-GGUF/blob/main/DeepSeek-R1-Distill-Qwen-7B-Q5_K_M.gguf) | Q5_K_M | 5 | 5.44 GB| large, very low quality loss - recommended |
+| [DeepSeek-R1-Distill-Qwen-7B-Q5_K_S.gguf](https://huggingface.co/second-state/DeepSeek-R1-Distill-Qwen-7B-GGUF/blob/main/DeepSeek-R1-Distill-Qwen-7B-Q5_K_S.gguf) | Q5_K_S | 5 | 5.32 GB| large, low quality loss - recommended |
+| [DeepSeek-R1-Distill-Qwen-7B-Q6_K.gguf](https://huggingface.co/second-state/DeepSeek-R1-Distill-Qwen-7B-GGUF/blob/main/DeepSeek-R1-Distill-Qwen-7B-Q6_K.gguf)     | Q6_K   | 6 | 6.25 GB| very large, extremely low quality loss |
+| [DeepSeek-R1-Distill-Qwen-7B-Q8_0.gguf](https://huggingface.co/second-state/DeepSeek-R1-Distill-Qwen-7B-GGUF/blob/main/DeepSeek-R1-Distill-Qwen-7B-Q8_0.gguf)     | Q8_0   | 8 | 8.21 GB| very large, extremely low quality loss - not recommended |
+| [DeepSeek-R1-Distill-Qwen-7B-f16.gguf](https://huggingface.co/second-state/DeepSeek-R1-Distill-Qwen-7B-GGUF/blob/main/DeepSeek-R1-Distill-Qwen-7B-f16.gguf)       | f16    | 16 | 15.2 GB| |
+
 *Quantized with llama.cpp b4519*