Gguf Q8 0 Bge Reranker V2 M3

🚀 Felladrin/bge-reranker-v2-m3-Q8_0-GGUF

This model is a conversion to the GGUF format from the original BAAI/bge-reranker-v2-m3, offering enhanced usability and compatibility.

📦 Installation

Install llama.cpp via Brew

You can install llama.cpp through brew, which works on both Mac and Linux systems.

brew install llama.cpp

💻 Usage Examples

Use with llama.cpp

CLI Usage

llama-cli --hf-repo Felladrin/bge-reranker-v2-m3-Q8_0-GGUF --hf-file bge-reranker-v2-m3-q8_0.gguf -p "The meaning to life and the universe is"

Server Usage

llama-server --hf-repo Felladrin/bge-reranker-v2-m3-Q8_0-GGUF --hf-file bge-reranker-v2-m3-q8_0.gguf -c 2048

Alternative Usage Steps from Llama.cpp Repo

Step 1: Clone llama.cpp from GitHub

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

Step 2: Build llama.cpp

Move into the llama.cpp folder and build it with the LLAMA_CURL=1 flag, along with other hardware - specific flags (e.g., LLAMA_CUDA=1 for Nvidia GPUs on Linux).

cd llama.cpp && LLAMA_CURL=1 make

Step 3: Run Inference

You can run inference through the main binary using either the CLI or the server.

CLI Inference

./llama-cli --hf-repo Felladrin/bge-reranker-v2-m3-Q8_0-GGUF --hf-file bge-reranker-v2-m3-q8_0.gguf -p "The meaning to life and the universe is"

Server Inference

./llama-server --hf-repo Felladrin/bge-reranker-v2-m3-Q8_0-GGUF --hf-file bge-reranker-v2-m3-q8_0.gguf -c 2048

📚 Documentation

This model was converted to GGUF format from BAAI/bge-reranker-v2-m3 using llama.cpp via the ggml.ai's GGUF-my-repo space. For more details on the model, refer to the original model card.

📄 License

This model is under the apache-2.0 license.

📦 Model Information