Using llama.cpp release b4944 for quantization. Original model: https://huggingface.co/Qwen/Qwen2.5-0.5B Run them directly with llama.cpp, or any other llama.cpp based project

Prompt format

<｜begin▁of▁sentence｜>{system_prompt}<｜User｜>{prompt}<｜Assistant｜><｜end▁of▁sentence｜><｜Assistant｜>

Download a file (not the whole branch) from below:

Filename	Quant type	File Size	Split
qwen2.5-0.5b-q4_k_m.gguf	Q4_K_M	0.37 GB	False

Click to view download instructions

First, make sure you have hugginface-cli installed: ``` pip install -U "huggingface_hub[cli]"

Then, you can target the specific file you want:

huggingface-cli download https://huggingface.co/Brianpu/Qwen2.5-0.5B-Q4_K_M-GGUF --include "qwen2.5-0.5b-q4_k_m.gguf" --local-dir ./

If the model is bigger than 50GB, it will have been split into multiple files. In order to download them all to a local folder, run:

huggingface-cli download https://huggingface.co/Brianpu/Qwen2.5-0.5B-Q4_K_M-GGUF --include "qwen2.5-0.5b-q4_k_m.gguf/*" --local-dir ./

You can either specify a new local-dir (deepseek-ai_DeepSeek-V3-0324-Q8_0) or download them all in place (./)

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