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Open-weight model

Anvil-MOPD-9B

by William, RUAN Knowin-29/Anvil-MOPD-9B

Anvil-MOPD-9B is an open-weight model from William, RUAN. Its published files total 2.8 KB.

No final model weights are uploaded to this repository yet. This page reserves the final model's release address; it is not a loadable model.

Parameters—
Context—
Weights2.8 KB
License—
AccessOpen weights
Monthly Downloads—

Model Card

No final model weights are uploaded to this repository yet. This page reserves the final model's release address; it is not a loadable model. The intended student is based on Qwen3.5-9B and learns from spatial specialists through selective multi-teacher distillation. Source-native G, S, A and joint SFT preparation adapters are separately staged in a private repository. They are not relabeled as the final MOPD model. Full native-output evaluation remains in progress. Final MOPD training and a weight-hash-bound evaluation report are required before weights appear here. Manuscript-reported results and controlled mechanism studies should not be interpreted as measurements of weights in this…

Excerpt from the card by William, RUAN.

Identity and Version

Repository
Knowin-29/Anvil-MOPD-9B
Publisher
William, RUAN
Task
Not stated by the source
Modality
Other
Library
Not stated by the source
Parameters
Not stated by the source
Languages
Not stated by the source
Revision
8c2cfe01656473bc2766e2e4fb2af619fb36384a
First published
2026-10-15
Last updated
2026-10-15

Files and Weights

2 files, 2.8 KB in total.

Documentation1 file · 1.3 KB
Repository1 file · 1.5 KB
Every file
FileTypeSizeSHA-256
README.mdDocumentation1.3 KB —
.gitattributesRepository1.5 KB —

License and Download

License
Not stated by the source
Access
Open weights, no gate
Download from William, RUAN

Released by William, RUAN through its official repository on Hugging Face.

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