README.md

metadata

base_model: deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B
license: mit
model_creator: deepseek-ai
model_name: DeepSeek-R1-Distill-Qwen-1.5B
quantized_by: Second State Inc.
library_name: transformers

---

DeepSeek-R1-Distill-Qwen-1.5B-GGUF

Original Model

deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B

Run with LlamaEdge

• LlamaEdge version: v0.16.8

• Prompt template

  • Prompt type: chatml

  • Prompt string

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

• Context size: 32000

• Run as LlamaEdge service

  wasmedge --dir .:. --nn-preload default:GGML:AUTO:DeepSeek-R1-Distill-Qwen-1.5B-Q5_K_M.gguf \
    llama-api-server.wasm \
    --model-name DeepSeek-R1-Distill-Qwen-1.5B \
    --prompt-template chatml \
    --ctx-size 32000
  

• Run as LlamaEdge command app

  wasmedge --dir .:. --nn-preload default:GGML:AUTO:DeepSeek-R1-Distill-Qwen-1.5B-Q5_K_M.gguf \
    llama-chat.wasm \
    --prompt-template chatml \
    --ctx-size 32000
  

Quantized GGUF Models

Name	Quant method	Bits	Size	Use case
DeepSeek-R1-Distill-Qwen-1.5B-Q2_K.gguf	Q2_K	2	753 MB	smallest, significant quality loss - not recommended for most purposes
DeepSeek-R1-Distill-Qwen-1.5B-Q3_K_L.gguf	Q3_K_L	3	980 MB	small, substantial quality loss
DeepSeek-R1-Distill-Qwen-1.5B-Q3_K_M.gguf	Q3_K_M	3	924 MB	very small, high quality loss
DeepSeek-R1-Distill-Qwen-1.5B-Q3_K_S.gguf	Q3_K_S	3	861 MB	very small, high quality loss
DeepSeek-R1-Distill-Qwen-1.5B-Q4_0.gguf	Q4_0	4	1.07 GB	legacy; small, very high quality loss - prefer using Q3_K_M
DeepSeek-R1-Distill-Qwen-1.5B-Q4_K_M.gguf	Q4_K_M	4	1.12 GB	medium, balanced quality - recommended
DeepSeek-R1-Distill-Qwen-1.5B-Q4_K_S.gguf	Q4_K_S	4	1.07 GB	small, greater quality loss
DeepSeek-R1-Distill-Qwen-1.5B-Q5_0.gguf	Q5_0	5	1.26 GB	legacy; medium, balanced quality - prefer using Q4_K_M
DeepSeek-R1-Distill-Qwen-1.5B-Q5_K_M.gguf	Q5_K_M	5	1.29 GB	large, very low quality loss - recommended
DeepSeek-R1-Distill-Qwen-1.5B-Q5_K_S.gguf	Q5_K_S	5	1.26 GB	large, low quality loss - recommended
DeepSeek-R1-Distill-Qwen-1.5B-Q6_K.gguf	Q6_K	6	1.46 GB	very large, extremely low quality loss
DeepSeek-R1-Distill-Qwen-1.5B-Q8_0.gguf	Q8_0	8	1.89 GB	very large, extremely low quality loss - not recommended
DeepSeek-R1-Distill-Qwen-1.5B-f16.gguf	f16	16	3.56 GB

Quantized with llama.cpp b4519