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tryaii-minilm-int8

v1.0.0

Published

The embedding model of the tryaii SDK: all-MiniLM-L6-v2 as an int8 ONNX file (run with onnxruntime-node).

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Links

Git

Maintainers

tamblutamblu

Keywords

Readme

tryaii-minilm-int8

The local embedding model of the tryaii SDK: all-MiniLM-L6-v2 (Apache-2.0) exported to ONNX with int8 weights, run on onnxruntime.

Install it next to onnxruntime-node to enable local classification in the monitor: npm install onnxruntime-node tryaii-minilm-int8 (both are optional peer dependencies of tryaii). It contains one 23.0 MB file, model.onnx (sha256 8199be6f699a395f99f89df973f9dc5285fbcfcdb2ae1a4e1201dab014f3d2a6), which tryaii verifies before it uses it. Prompts are embedded on your machine; nothing is downloaded at run time.

On a machine that cannot install it, place the file anywhere and set TRYAII_EMBEDDING_MODEL_PATH to it.

Built by scripts/export-onnx-embedding.py in the tryaii repository.