---
base_model: deepseek-ai/DeepSeek-R1-Distill-Qwen-32B
model_creator: deepseek-ai
model_name: DeepSeek-R1-Distill-Qwen-32B
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-32B-GGUF

## Original Model

[deepseek-ai/DeepSeek-R1-Distill-Qwen-32B](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-32B)

## Run with LlamaEdge

- LlamaEdge version: [v0.16.1](https://github.com/LlamaEdge/LlamaEdge/releases/tag/0.16.1)

- Prompt template

  - Prompt type: `chatml`

  - Prompt string

    ```text
    <|im_start|>system
    {system_message}<|im_end|>
    <|im_start|>user
    {prompt}<|im_end|>
    <|im_start|>assistant
    ```

- Context size: `128000`

- Run as LlamaEdge service

  ```bash
  wasmedge --dir .:. --nn-preload default:GGML:AUTO:DeepSeek-R1-Distill-Qwen-32B-Q5_K_M.gguf \
    llama-api-server.wasm \
    --model-name DeepSeek-R1-Distill-Qwen-32B \
    --prompt-template chatml \
    --ctx-size 128000
  ```

- Run as LlamaEdge command app

  ```bash
  wasmedge --dir .:. --nn-preload default:GGML:AUTO:DeepSeek-R1-Distill-Qwen-32B-Q5_K_M.gguf \
    llama-chat.wasm \
    --prompt-template chatml \
    --ctx-size 128000
  ```

<!-- ## Quantized GGUF Models

| Name | Quant method | Bits | Size | Use case |
| ---- | ---- | ---- | ---- | ----- |
| [DeepSeek-R1-Distill-Qwen-32B-Q2_K.gguf](https://huggingface.co/second-state/DeepSeek-R1-Distill-Qwen-32B-GGUF/blob/main/DeepSeek-R1-Distill-Qwen-32B-Q2_K.gguf)     | Q2_K   | 2 | 5.77 GB| smallest, significant quality loss - not recommended for most purposes |
| [DeepSeek-R1-Distill-Qwen-32B-Q3_K_L.gguf](https://huggingface.co/second-state/DeepSeek-R1-Distill-Qwen-32B-GGUF/blob/main/DeepSeek-R1-Distill-Qwen-32B-Q3_K_L.gguf) | Q3_K_L | 3 | 7.92 GB| small, substantial quality loss |
| [DeepSeek-R1-Distill-Qwen-32B-Q3_K_M.gguf](https://huggingface.co/second-state/DeepSeek-R1-Distill-Qwen-32B-GGUF/blob/main/DeepSeek-R1-Distill-Qwen-32B-Q3_K_M.gguf) | Q3_K_M | 3 | 7.34 GB| very small, high quality loss |
| [DeepSeek-R1-Distill-Qwen-32B-Q3_K_S.gguf](https://huggingface.co/second-state/DeepSeek-R1-Distill-Qwen-32B-GGUF/blob/main/DeepSeek-R1-Distill-Qwen-32B-Q3_K_S.gguf) | Q3_K_S | 3 | 6.66 GB| very small, high quality loss |
| [DeepSeek-R1-Distill-Qwen-32B-Q4_0.gguf](https://huggingface.co/second-state/DeepSeek-R1-Distill-Qwen-32B-GGUF/blob/main/DeepSeek-R1-Distill-Qwen-32B-Q4_0.gguf)     | Q4_0   | 4 | 8.52 GB| legacy; small, very high quality loss - prefer using Q3_K_M |
| [DeepSeek-R1-Distill-Qwen-32B-Q4_K_M.gguf](https://huggingface.co/second-state/DeepSeek-R1-Distill-Qwen-32B-GGUF/blob/main/DeepSeek-R1-Distill-Qwen-32B-Q4_K_M.gguf) | Q4_K_M | 4 | 8.99 GB| medium, balanced quality - recommended |
| [DeepSeek-R1-Distill-Qwen-32B-Q4_K_S.gguf](https://huggingface.co/second-state/DeepSeek-R1-Distill-Qwen-32B-GGUF/blob/main/DeepSeek-R1-Distill-Qwen-32B-Q4_K_S.gguf) | Q4_K_S | 4 | 8.57 GB| small, greater quality loss |
| [DeepSeek-R1-Distill-Qwen-32B-Q5_0.gguf](https://huggingface.co/second-state/DeepSeek-R1-Distill-Qwen-32B-GGUF/blob/main/DeepSeek-R1-Distill-Qwen-32B-Q5_0.gguf)     | Q5_0   | 5 | 10.3 GB| legacy; medium, balanced quality - prefer using Q4_K_M |
| [DeepSeek-R1-Distill-Qwen-32B-Q5_K_M.gguf](https://huggingface.co/second-state/DeepSeek-R1-Distill-Qwen-32B-GGUF/blob/main/DeepSeek-R1-Distill-Qwen-32B-Q5_K_M.gguf) | Q5_K_M | 5 | 23.3 GB| large, very low quality loss - recommended |
| [DeepSeek-R1-Distill-Qwen-32B-Q5_K_S.gguf](https://huggingface.co/second-state/DeepSeek-R1-Distill-Qwen-32B-GGUF/blob/main/DeepSeek-R1-Distill-Qwen-32B-Q5_K_S.gguf) | Q5_K_S | 5 | 10.3 GB| large, low quality loss - recommended |
| [DeepSeek-R1-Distill-Qwen-32B-Q6_K.gguf](https://huggingface.co/second-state/DeepSeek-R1-Distill-Qwen-32B-GGUF/blob/main/DeepSeek-R1-Distill-Qwen-32B-Q6_K.gguf)     | Q6_K   | 6 | 12.1 GB| very large, extremely low quality loss |
| [DeepSeek-R1-Distill-Qwen-32B-Q8_0.gguf](https://huggingface.co/second-state/DeepSeek-R1-Distill-Qwen-32B-GGUF/blob/main/DeepSeek-R1-Distill-Qwen-32B-Q8_0.gguf)     | Q8_0   | 8 | 15.1 GB| very large, extremely low quality loss - not recommended |
| [DeepSeek-R1-Distill-Qwen-32B-f16.gguf](https://huggingface.co/second-state/DeepSeek-R1-Distill-Qwen-32B-GGUF/blob/main/DeepSeek-R1-Distill-Qwen-32B-f16.gguf)       | f16    | 16 | 29.5 GB| | -->

*Quantized with llama.cpp b4519*