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952a47f455
* support minicpm-v 4 * add md * support MiniCPM-o 4.0 * add default location * temp rm MiniCPM-o 4.0 * fix code * fix "minicpmv_projector" default path
1.6 KiB
1.6 KiB
MiniCPM-o 4
Prepare models and code
Download MiniCPM-o-4 PyTorch model from huggingface to "MiniCPM-o-4" folder.
Build llama.cpp
Readme modification time: 20250206
If there are differences in usage, please refer to the official build documentation
Clone llama.cpp:
git clone https://github.com/ggerganov/llama.cpp
cd llama.cpp
Build llama.cpp using CMake:
cmake -B build
cmake --build build --config Release
Usage of MiniCPM-o 4
Convert PyTorch model to gguf files (You can also download the converted gguf by us)
python ./tools/mtmd/legacy-models/minicpmv-surgery.py -m ../MiniCPM-o-4
python ./tools/mtmd/legacy-models/minicpmv-convert-image-encoder-to-gguf.py -m ../MiniCPM-o-4 --minicpmv-projector ../MiniCPM-o-4/minicpmv.projector --output-dir ../MiniCPM-o-4/ --minicpmv_version 6
python ./convert_hf_to_gguf.py ../MiniCPM-o-4/model
# quantize int4 version
./build/bin/llama-quantize ../MiniCPM-o-4/model/ggml-model-f16.gguf ../MiniCPM-o-4/model/ggml-model-Q4_K_M.gguf Q4_K_M
Inference on Linux or Mac
# run in single-turn mode
./build/bin/llama-mtmd-cli -m ../MiniCPM-o-4/model/ggml-model-f16.gguf --mmproj ../MiniCPM-o-4/mmproj-model-f16.gguf -c 4096 --temp 0.7 --top-p 0.8 --top-k 100 --repeat-penalty 1.05 --image xx.jpg -p "What is in the image?"
# run in conversation mode
./build/bin/llama-mtmd-cli -m ../MiniCPM-o-4/model/ggml-model-Q4_K_M.gguf --mmproj ../MiniCPM-o-4/mmproj-model-f16.gguf