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Implementation:Ggml org Llama cpp Multimodal Download

From Leeroopedia
Aspect Detail
Implementation Name Multimodal Download
Doc Type External Tool Doc
Domain Multimodal Inference
Purpose Downloading paired text model GGUF and mmproj GGUF files
Related Workflow Multimodal_Inference

Overview

Description

This implementation documents the process of downloading the two GGUF files required for multimodal inference in llama.cpp: the text model GGUF and the multimodal projector (mmproj) GGUF. These files are typically hosted on Hugging Face model repositories and can be downloaded using command-line tools such as wget, curl, or the huggingface-cli.

Usage

Multimodal model files must be downloaded before any multimodal inference session. The user must ensure that both files come from the same model family and are compatible with each other. Typical sources include:

  • Hugging Face Hub: Most multimodal GGUF models are published under organization pages (e.g., ggml-org, model author pages)
  • Direct URLs: Some model providers offer direct download links

Code Reference

Aspect Detail
Source Location External tool (Hugging Face Hub, wget, curl, huggingface-cli)
Signature N/A (external download process)
Import N/A

The download process is external to llama.cpp itself. The project does not include built-in download scripts for multimodal models, but the general pattern involves retrieving two files from the same model repository.

I/O Contract

Direction Name Type Description
Input Model repository URL String URL to a Hugging Face repository or direct download link
Input Model variant String Quantization level for the text model (e.g., Q4_K_M, Q8_0)
Output Text model GGUF file File The quantized language model (e.g., model-Q4_K_M.gguf)
Output mmproj GGUF file File The multimodal projector (e.g., mmproj-f16.gguf)

Usage Examples

Example 1: Download using wget

# Download a text model GGUF
wget https://huggingface.co/<org>/<model>/resolve/main/<model>-Q4_K_M.gguf

# Download the matching multimodal projector
wget https://huggingface.co/<org>/<model>/resolve/main/mmproj-f16.gguf

Example 2: Download using huggingface-cli

# Download specific files from a repository
huggingface-cli download <org>/<model> <model>-Q4_K_M.gguf mmproj-f16.gguf --local-dir ./models/

Example 3: Verify downloaded files

# Check file sizes to ensure complete downloads
ls -lh models/*.gguf

Key considerations:

  • The mmproj file is typically distributed at F16 precision regardless of the text model quantization level
  • Both files must come from the same model family (e.g., both from LLaVA-1.6, both from Gemma-3)
  • File naming conventions vary by model provider, but mmproj files commonly contain "mmproj" in their filename

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