Anvil
Collection
Anvil: 5.8M constructed records incl. 580K held-out; 5,766,133 annotations public (572,299 held-out), images private. Final model pending. • 2 items • Updated
Anvil-MOPD-9B — release placeholder
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.
Project · Staged dataset · Code (currently private)
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 empty repository.
The final card will include the exact base revision, model/adaptor hashes, loading commands, matched evaluation protocol and results, limitations, and applicable upstream license terms. No blanket MIT weight license is granted.
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