KNN Multi-Agent Model Weights

This repository stores the frozen model weights used by the KNN multi-agent source package. The source repository contains code, prompts, demo data, manifests, and helper tools; this Hugging Face repository contains only the large .joblib model artifacts and their manifest.

Targets: d33, Qm, kp, epsilon_r, Tc, OT.

License

These model weights are released for noncommercial research and educational use only under the PolyForm Noncommercial License 1.0.0. See LICENSE and NOTICE.

Commercial use is not permitted without separate written permission from the copyright holders. This includes use in commercial products, services, consulting, internal business operations, paid model development, or other revenue-oriented activity.

Source package configuration:

KNN_MODEL_HF_REPO_ID=embracehope666/KNN
knn-agent download-models
knn-agent check-assets --hashes --weights

The source package also reads hf_repo_id, hf_filename, hf_revision, and hf_repo_type directly from model_weights/model_weight_manifest.csv, so setting KNN_MODEL_HF_REPO_ID is optional when using the released manifest.

Files

Target	Model ID	File	SHA256
d33	median_ensemble_final_predictor	model_weights/d33/median_ensemble_final_predictor.joblib	dde14d3293ec8cc17a09f363ef1f3025e3d77d8399faf97737e0a93d61eae7cd
Qm	median_ensemble_final_predictor	model_weights/Qm/median_ensemble_final_predictor.joblib	74a1acde87c27bfb424bde69c7589a9f60ff83a861e0fb110a8f3e71cf828ff3
kp	median_ensemble_final_predictor	model_weights/kp/median_ensemble_final_predictor.joblib	0cfc7818f7f4b3229499e84ad8c958948bafa93d1dad76f1bee98679e2cde21a
epsilon_r	median_ensemble_final_predictor	model_weights/epsilon_r/median_ensemble_final_predictor.joblib	dfa5713907206ef571fa0c39e8abdf15296d366cbfe7064aec331ae5a01223ef
Tc	median_ensemble_final_predictor	model_weights/Tc/median_ensemble_final_predictor.joblib	00b438f1bafe7153ddf17151f7f446eee18d557826df9cb026548dda1c48b875
OT	median_ensemble_final_predictor	model_weights/OT/median_ensemble_final_predictor.joblib	6df8523974072b9a92e63a324faebe54a9249ddb13cc4ce0f6c73ba93e02d1cf

Notes

• The model artifacts are self-contained median_ensemble_final_predictor files.
• The OT target uses model_weights/OT/median_ensemble_final_predictor.joblib.
• The controlled-access training dataset is not included in this model repository.