second-state
/

Qwen1.5-1.8B-Chat-GGUF

 ---
+base_model: Qwen/Qwen1.5-1.8B-Chat
+license: other
+license_name: tongyi-qianwen-research
+license_link: >-
+  https://huggingface.co/Qwen/Qwen1.5-1.8B-Chat/blob/main/LICENSE
+model_creator: Qwen
+model_name: Qwen1.5 1.8B Chat
+quantized_by: Second State Inc.
+language:
+- en
+pipeline_tag: text-generation
+tags:
+- chat
 ---
+<!-- header start -->
+<!-- 200823 -->
+<div style="width: auto; margin-left: auto; margin-right: auto">
+<img src="https://github.com/second-state/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 -->
+# Qwen1.5-1.8B-Chat-GGUF
+## Original Model
+[Qwen/Qwen1.5-1.8B-Chat](https://huggingface.co/Qwen/Qwen1.5-1.8B-Chat)
+## Run with LlamaEdge
+- LlamaEdge version: [v0.2.15](https://github.com/second-state/LlamaEdge/releases/tag/0.2.15) 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
+    ```
+- Run as LlamaEdge service
+  ```bash
+  wasmedge --dir .:. --nn-preload default:GGML:AUTO:Qwen1.5-1.8B-Chat-Q5_K_M.gguf llama-api-server.wasm -p chatml
+  ```
+- Run as LlamaEdge command app
+  ```bash
+  wasmedge --dir .:. --nn-preload default:GGML:AUTO:Qwen1.5-1.8B-Chat-Q5_K_M.gguf llama-chat.wasm -p chatml
+  ```
+## Quantized GGUF Models
+| Name | Quant method | Bits | Size | Use case |
+| ---- | ---- | ---- | ---- | ----- |
+| [Qwen1.5-1.8B-Chat-Q2_K.gguf](https://huggingface.co/second-state/Qwen1.5-1.8B-Chat-GGUF/blob/main/Qwen1.5-1.8B-Chat-Q2_K.gguf)     | Q2_K   | 2 | 863 MB| smallest, significant quality loss - not recommended for most purposes |
+| [Qwen1.5-1.8B-Chat-Q3_K_L.gguf](https://huggingface.co/second-state/Qwen1.5-1.8B-Chat-GGUF/blob/main/Qwen1.5-1.8B-Chat-Q3_K_L.gguf) | Q3_K_L | 3 | 1.06 GB| small, substantial quality loss |
+| [Qwen1.5-1.8B-Chat-Q3_K_M.gguf](https://huggingface.co/second-state/Qwen1.5-1.8B-Chat-GGUF/blob/main/Qwen1.5-1.8B-Chat-Q3_K_M.gguf) | Q3_K_M | 3 | 1.02 GB| very small, high quality loss |
+| [Qwen1.5-1.8B-Chat-Q3_K_S.gguf](hhttps://huggingface.co/second-state/Qwen1.5-1.8B-Chat-GGUF/blob/main/Qwen1.5-1.8B-Chat-Q3_K_S.gguf) | Q3_K_S | 3 | 970 MB| very small, high quality loss |
+| [Qwen1.5-1.8B-Chat-Q4_0.gguf](https://huggingface.co/second-state/Qwen1.5-1.8B-Chat-GGUF/blob/main/Qwen1.5-1.8B-Chat-Q4_0.gguf)     | Q4_0   | 4 | 1.12 GB| legacy; small, very high quality loss - prefer using Q3_K_M |
+| [Qwen1.5-1.8B-Chat-Q4_K_M.gguf](https://huggingface.co/second-state/Qwen1.5-1.8B-Chat-GGUF/blob/main/Qwen1.5-1.8B-Chat-Q4_K_M.gguf) | Q4_K_M | 4 | 1.22 GB| medium, balanced quality - recommended |
+| [Qwen1.5-1.8B-Chat-Q4_K_S.gguf](https://huggingface.co/second-state/Qwen1.5-1.8B-Chat-GGUF/blob/main/Qwen1.5-1.8B-Chat-Q4_K_S.gguf) | Q4_K_S | 4 | 1.16 GB| small, greater quality loss |
+| [Qwen1.5-1.8B-Chat-Q5_0.gguf](https://huggingface.co/second-state/Qwen1.5-1.8B-Chat-GGUF/blob/main/Qwen1.5-1.8B-Chat-Q5_0.gguf)     | Q5_0   | 5 | 1.31 GB| legacy; medium, balanced quality - prefer using Q4_K_M |
+| [Qwen1.5-1.8B-Chat-Q5_K_M.gguf](https://huggingface.co/second-state/Qwen1.5-1.8B-Chat-GGUF/blob/main/Qwen1.5-1.8B-Chat-Q5_K_M.gguf) | Q5_K_M | 5 | 1.38 GB| large, very low quality loss - recommended |
+| [Qwen1.5-1.8B-Chat-Q5_K_S.gguf](https://huggingface.co/second-state/Qwen1.5-1.8B-Chat-GGUF/blob/main/Qwen1.5-1.8B-Chat-Q5_K_S.gguf) | Q5_K_S | 5 | 1.33 GB| large, low quality loss - recommended |
+| [Qwen1.5-1.8B-Chat-Q6_K.gguf](https://huggingface.co/second-state/Qwen1.5-1.8B-Chat-GGUF/blob/main/Qwen1.5-1.8B-Chat-Q6_K.gguf)     | Q6_K   | 6 | 1.58 GB| very large, extremely low quality loss |
+| [Qwen1.5-1.8B-Chat-Q8_0.gguf](https://huggingface.co/second-state/Qwen1.5-1.8B-Chat-GGUF/blob/main/Qwen1.5-1.8B-Chat-Q8_0.gguf)     | Q8_0   | 8 | 1.96 GB| very large, extremely low quality loss - not recommended |