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CompendiumLabs
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qwen3-embedding-4b-gguf

GGUF
feature-extraction
Model card Files
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How to use from
llama.cpp
Install (macOS, Linux) 
curl -LsSf https://llama.app/install.sh | sh
# Start a local OpenAI-compatible embeddings server:
llama serve -hf CompendiumLabs/qwen3-embedding-4b-gguf:BF16 --embeddings
Install from WinGet (Windows) 
winget install llama.cpp
# Start a local OpenAI-compatible embeddings server:
llama serve -hf CompendiumLabs/qwen3-embedding-4b-gguf:BF16 --embeddings
Build from source code 
git clone https://github.com/ggml-org/llama.cpp.git
cd llama.cpp
cmake -B build
cmake --build build -j --target llama-app
# Start a local OpenAI-compatible embeddings server:
./build/bin/llama serve -hf CompendiumLabs/qwen3-embedding-4b-gguf:BF16 --embeddings
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GGUF
Model size
4B params
Architecture
qwen3
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