Update docs/docs/configuration/reference.md

Co-authored-by: Josh Hawkins <32435876+hawkeye217@users.noreply.github.com>
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# Optional: Set the model size used for embeddings. (default: shown below) # Optional: Set the model size used for embeddings. (default: shown below)
# NOTE: small model runs on CPU and large model runs on GPU # NOTE: small model runs on CPU and large model runs on GPU
model_size: "small" model_size: "small"
# Optional: Target a specific device to run the model (default: None) # Optional: Target a specific device to run the model (default: shown below)
# NOTE: See https://onnxruntime.ai/docs/execution-providers/ for more information # NOTE: See https://onnxruntime.ai/docs/execution-providers/ for more information
device: None device: None