---

MiniCPM-V-4-GGUF

Original Model

openbmb/MiniCPM-V-4

Run with LlamaEdge

• LlamaEdge version: v0.25.1 and above

• Prompt template

  • Prompt type: minicpmv

  • Prompt string

    <|system|>
    {system_message}<|end|>
    <|user|>
    {user_message_1}<|end|>
    <|assistant|>
    {assistant_message_1}<|end|>
    <|user|>
    {user_message_2}<|end|>
    <|assistant|>
    

    The {user_message_n} has the format: {image_base64_encoding_string}\n{user_question}.

• Context size: 128000

• Run as LlamaEdge service

  wasmedge --dir .:. \
    --nn-preload default:GGML:AUTO:MiniCPM-V-4-Q5_K_M.gguf \
    llama-api-server.wasm \
    --prompt-template minicpmv \
    --ctx-size 128000 \
    --llava-mmproj MiniCPM-V-4-mmproj-f16.gguf \
    --model-name minicpmv-26
  

Quantized GGUF Models

Name	Quant method	Bits	Size	Use case
MiniCPM-V-4-Q2_K.gguf	Q2_K	2	1.40 GB	smallest, significant quality loss - not recommended for most purposes
MiniCPM-V-4-Q3_K_L.gguf	Q3_K_L	3	1.93 GB	small, substantial quality loss
MiniCPM-V-4-Q3_K_M.gguf	Q3_K_M	3	1.79 GB	very small, high quality loss
MiniCPM-V-4-Q3_K_S.gguf	Q3_K_S	3	1.63 GB	very small, high quality loss
MiniCPM-V-4-Q4_0.gguf	Q4_0	4	2.08 GB	legacy; small, very high quality loss - prefer using Q3_K_M
MiniCPM-V-4-Q4_K_M.gguf	Q4_K_M	4	2.19 GB	medium, balanced quality - recommended
MiniCPM-V-4-Q4_K_S.gguf	Q4_K_S	4	2.09 GB	small, greater quality loss
MiniCPM-V-4-Q5_0.gguf	Q5_0	5	2.51 GB	legacy; medium, balanced quality - prefer using Q4_K_M
MiniCPM-V-4-Q5_K_M.gguf	Q5_K_M	5	2.56 GB	large, very low quality loss - recommended
MiniCPM-V-4-Q5_K_S.gguf	Q5_K_S	5	2.51 GB	large, low quality loss - recommended
MiniCPM-V-4-Q6_K.gguf	Q6_K	6	2.96 GB	very large, extremely low quality loss
MiniCPM-V-4-Q8_0.gguf	Q8_0	8	3.83 GB	very large, extremely low quality loss - not recommended
MiniCPM-V-4-f16.gguf	f16	16	959 MB
MiniCPM-V-4-mmproj-f16.gguf	f16	16	15.2 GB

Quantized with llama.cpp b6138.