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README.md

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+---
+base_model: Qwen/Qwen3-32B
+license: other
+license_name: qwen-research
+license_link: https://huggingface.co/Qwen/Qwen3-32B/blob/main/LICENSE
+model_creator: Qwen
+model_name: Qwen3-32B
+quantized_by: Second State Inc.
+---
+
+<!-- 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 -->
+
+# Qwen3-32B-GGUF
+
+## Original Model
+
+[Qwen/Qwen3-32B](https://huggingface.co/Qwen/Qwen3-32B)
+
+## Run with LlamaEdge
+
+- LlamaEdge version: coming soon
+
+<!-- - LlamaEdge version: [v0.16.8](https://github.com/LlamaEdge/LlamaEdge/releases/tag/0.16.8) -->
+
+- Prompt template
+
+  - Prompt type: `chatml`
+
+- Context size: `128000`
+
+- Run as LlamaEdge service
+
+  ```bash
+  wasmedge --dir .:. --nn-preload default:GGML:AUTO:Qwen3-32B-Q5_K_M.gguf \
+    llama-api-server.wasm \
+    --model-name Qwen3-32B \
+    --prompt-template chatml \
+    --ctx-size 128000
+  ```
+
+<!-- ## Quantized GGUF Models
+
+| Name | Quant method | Bits | Size | Use case |
+| ---- | ---- | ---- | ---- | ----- |
+| [Qwen3-32B-Q2_K.gguf](https://huggingface.co/second-state/Qwen3-32B-GGUF/blob/main/Qwen3-32B-Q2_K.gguf)     | Q2_K   | 2 | 3.28 GB| smallest, significant quality loss - not recommended for most purposes |
+| [Qwen3-32B-Q3_K_L.gguf](https://huggingface.co/second-state/Qwen3-32B-GGUF/blob/main/Qwen3-32B-Q3_K_L.gguf) | Q3_K_L | 3 | 4.43 GB| small, substantial quality loss |
+| [Qwen3-32B-Q3_K_M.gguf](https://huggingface.co/second-state/Qwen3-32B-GGUF/blob/main/Qwen3-32B-Q3_K_M.gguf) | Q3_K_M | 3 | 4.12 GB| very small, high quality loss |
+| [Qwen3-32B-Q3_K_S.gguf](https://huggingface.co/second-state/Qwen3-32B-GGUF/blob/main/Qwen3-32B-Q3_K_S.gguf) | Q3_K_S | 3 | 3.77 GB| very small, high quality loss |
+| [Qwen3-32B-Q4_0.gguf](https://huggingface.co/second-state/Qwen3-32B-GGUF/blob/main/Qwen3-32B-Q4_0.gguf)     | Q4_0   | 4 | 4.77 GB| legacy; small, very high quality loss - prefer using Q3_K_M |
+| [Qwen3-32B-Q4_K_M.gguf](https://huggingface.co/second-state/Qwen3-32B-GGUF/blob/main/Qwen3-32B-Q4_K_M.gguf) | Q4_K_M | 4 | 5.03 GB| medium, balanced quality - recommended |
+| [Qwen3-32B-Q4_K_S.gguf](https://huggingface.co/second-state/Qwen3-32B-GGUF/blob/main/Qwen3-32B-Q4_K_S.gguf) | Q4_K_S | 4 | 4.80 GB| small, greater quality loss |
+| [Qwen3-32B-Q5_0.gguf](https://huggingface.co/second-state/Qwen3-32B-GGUF/blob/main/Qwen3-32B-Q5_0.gguf)     | Q5_0   | 5 | 5.72 GB| legacy; medium, balanced quality - prefer using Q4_K_M |
+| [Qwen3-32B-Q5_K_M.gguf](https://huggingface.co/second-state/Qwen3-32B-GGUF/blob/main/Qwen3-32B-Q5_K_M.gguf) | Q5_K_M | 5 | 5.85 GB| large, very low quality loss - recommended |
+| [Qwen3-32B-Q5_K_S.gguf](https://huggingface.co/second-state/Qwen3-32B-GGUF/blob/main/Qwen3-32B-Q5_K_S.gguf) | Q5_K_S | 5 | 5.72 GB| large, low quality loss - recommended |
+| [Qwen3-32B-Q6_K.gguf](https://huggingface.co/second-state/Qwen3-32B-GGUF/blob/main/Qwen3-32B-Q6_K.gguf)     | Q6_K   | 6 | 6.73 GB| very large, extremely low quality loss |
+| [Qwen3-32B-Q8_0.gguf](https://huggingface.co/second-state/Qwen3-32B-GGUF/blob/main/Qwen3-32B-Q8_0.gguf)     | Q8_0   | 8 | 8.71 GB| very large, extremely low quality loss - not recommended |
+| [Qwen3-32B-f16.gguf](https://huggingface.co/second-state/Qwen3-32B-GGUF/blob/main/Qwen3-32B-f16.gguf)       | f16    | 16 | 16.4 GB| | -->
+
+*Quantized with llama.cpp b5097*