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Deepseek-LLM-7B-Chat-GGUF

Original Model

deepseek-ai/deepseek-llm-7b-chat

Run with LlamaEdge

• LlamaEdge version: v0.2.8 and above

• Prompt template

  • Prompt type: deepseek-chat

  • Prompt string

    User: {user_message_1}
    
    Assistant: {assistant_message_1}<｜end▁of▁sentence｜>User: {user_message_2}
    
    Assistant:
    

• Context size: 4096

• Run as LlamaEdge service

  wasmedge --dir .:. --nn-preload default:GGML:AUTO:deepseek-llm-7b-chat-Q5_K_M.gguf llama-api-server.wasm -p deepseek-chat
  

• Run as LlamaEdge command app

  wasmedge --dir .:. --nn-preload default:GGML:AUTO:deepseek-llm-7b-chat-Q5_K_M.gguf llama-chat.wasm -p deepseek-chat
  

Quantized GGUF Models

Name	Quant method	Bits	Size	Use case
deepseek-llm-7b-chat-Q2_K.gguf	Q2_K	2	2.72 GB	smallest, significant quality loss - not recommended for most purposes
deepseek-llm-7b-chat-Q3_K_L.gguf	Q3_K_L	3	3.75 GB	small, substantial quality loss
deepseek-llm-7b-chat-Q3_K_M.gguf	Q3_K_M	3	3.46 GB	very small, high quality loss
deepseek-llm-7b-chat-Q3_K_S.gguf	Q3_K_S	3	3.14 GB	very small, high quality loss
deepseek-llm-7b-chat-Q4_0.gguf	Q4_0	4	4.00 GB	legacy; small, very high quality loss - prefer using Q3_K_M
deepseek-llm-7b-chat-Q4_K_M.gguf	Q4_K_M	4	4.22 GB	medium, balanced quality - recommended
deepseek-llm-7b-chat-Q4_K_S.gguf	Q4_K_S	4	4.03 GB	small, greater quality loss
deepseek-llm-7b-chat-Q5_0.gguf	Q5_0	5	4.81 GB	legacy; medium, balanced quality - prefer using Q4_K_M
deepseek-llm-7b-chat-Q5_K_M.gguf	Q5_K_M	5	4.93 GB	large, very low quality loss - recommended
deepseek-llm-7b-chat-Q5_K_S.gguf	Q5_K_S	5	4.81 GB	large, low quality loss - recommended
deepseek-llm-7b-chat-Q6_K.gguf	Q6_K	6	5.67 GB	very large, extremely low quality loss
deepseek-llm-7b-chat-Q8_0.gguf	Q8_0	8	7.35 GB	very large, extremely low quality loss - not recommended