Brunobkr/llama.cpp_AlgMor24_github

1## MiniCPM-Llama3-V 2.52 3### Prepare models and code4 5Download [MiniCPM-Llama3-V-2_5](https://huggingface.co/openbmb/MiniCPM-Llama3-V-2_5) PyTorch model from huggingface to "MiniCPM-Llama3-V-2_5" folder.6 7 8### Build llama.cpp9Readme modification time: 2025020610 11If there are differences in usage, please refer to the official build [documentation](https://github.com/ggml-org/llama.cpp/blob/master/docs/build.md)12 13Clone llama.cpp:14```bash15git clone https://github.com/ggml-org/llama.cpp16cd llama.cpp17```18 19Build llama.cpp using `CMake`:20```bash21cmake -B build22cmake --build build --config Release23```24 25 26### Usage of MiniCPM-Llama3-V 2.527 28Convert PyTorch model to gguf files (You can also download the converted [gguf](https://huggingface.co/openbmb/MiniCPM-Llama3-V-2_5-gguf) by us)29 30```bash31python ./tools/mtmd/legacy-models/minicpmv-surgery.py -m ../MiniCPM-Llama3-V-2_532python ./tools/mtmd/legacy-models/minicpmv-convert-image-encoder-to-gguf.py -m ../MiniCPM-Llama3-V-2_5 --minicpmv-projector ../MiniCPM-Llama3-V-2_5/minicpmv.projector --output-dir ../MiniCPM-Llama3-V-2_5/ --minicpmv_version 233python ./convert_hf_to_gguf.py ../MiniCPM-Llama3-V-2_5/model34 35# quantize int4 version36./build/bin/llama-quantize ../MiniCPM-Llama3-V-2_5/model/model-8B-F16.gguf ../MiniCPM-Llama3-V-2_5/model/ggml-model-Q4_K_M.gguf Q4_K_M37```38 39 40Inference on Linux or Mac41```bash42# run in single-turn mode43./build/bin/llama-mtmd-cli -m ../MiniCPM-Llama3-V-2_5/model/model-8B-F16.gguf --mmproj ../MiniCPM-Llama3-V-2_5/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?"44 45# run in conversation mode46./build/bin/llama-mtmd-cli -m ../MiniCPM-Llama3-V-2_5/model/ggml-model-Q4_K_M.gguf --mmproj ../MiniCPM-Llama3-V-2_5/mmproj-model-f16.gguf47```48