Build llama.cpp

^[1]

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

Convert Hugging Face Model to GGUF

pip install -r requirements.txt
python convert_hf_to_gguf.py --help
#M1 MPS does not support bf16
python convert_hf_to_gguf.py ~/Documents/MODELS/Qwen2-0.5B --outfile ~/Documents/MODELS/qwen2-0.5b-fp16.gguf --outtype f16

Run the model

./llama-cli -m ~/Documents/MODELS/qwen2-0.5b-fp16.gguf -p "Hi, who are you?" -n 128

quantize

^[2]

[1] ttps://github.com/ggerganov/llama.cpp/blob/master/docs/build.md

[2] ttps://cloud.aigonna.com/2024/03/25/llama-cpp%E9%87%8F%E5%8C%96/

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