sugiv/cardvaultplus-500m-gguf

CardVault+ SmolVLM-500M GGUF Models

Available Models

Model File	Size	Quantization	Use Case
cardvault-500m-f16.gguf	783MB	F16 (Base)	Maximum quality
cardvault-500m-mmproj-f16.gguf	191MB	F16 (Vision)	REQUIRED
cardvault-500m-q8_0.gguf	417MB	Q8_0	Near-perfect quality
cardvault-500m-q6_k.gguf	399MB	Q6_K	Balanced
cardvault-500m-q5_k_m.gguf	311MB	Q5_K_M	Recommended
cardvault-500m-q4_k_m.gguf	290MB	Q4_K_M	Maximum compression

Usage

# Download llama.cpp
git clone https://github.com/ggerganov/llama.cpp
cd llama.cpp && make

# Run inference (Q5_K_M recommended)
./main \
  --model cardvault-500m-q5_k_m.gguf \
  --mmproj cardvault-500m-mmproj-f16.gguf \
  --image credit_card.jpg \
  --prompt "Extract card information in JSON format"

⚠️ Two-Component Architecture: Both text model + mmproj required!