MODEL PROVENANCE / THIRD-PARTY NOTICE
Model: sentence-transformers/all-MiniLM-L6-v2, published by sentence-transformers.
Pinned repository revision:1110a243fdf4706b3f48f1d95db1a4f5529b4d41.
Model card: https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2
The model card declares Apache-2.0; standard license text is included as APACHE-2.0.txt.
No claim of ownership, vendor affiliation, endorsement or legal approval is made.
The original model card is retrieved unmodified by the optional explicit setup command.
The small practice ZIP DOES NOT redistribute model weights or third-party runtime packages.
It includes numerical embeddings generated locally from original fictional lesson text,
with source hashes/model revision/runtime metadata. These are saved fixture vectors,
not an encoder for arbitrary new text. No real user or employer data was encoded.
Model files must match model-manifest.json; checksums establish pinned-byte consistency,
not universal safety, quality, licensing clearance or a substitute for maintenance review.
The model is designed for short English text; no multilingual/domain accuracy is claimed.
Actual mean pooling, normalization and token limit follow the model card's stated recipe.
