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llama-quantize (upstream llama.cpp, April 2026 build)convert_hf_to_gguf.py from the fresh llama.cpp tree1llama-embedding -m qwen3-emb-4b-Q8_0.gguf \
2 -p "What is the capital of France?"1from llama_cpp import Llama
2llm = Llama(model_path="qwen3-emb-4b-Q8_0.gguf", embedding=True)
3vec = llm.embed("What is the capital of France?")