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spatial-semanticist-L-migration
a12s12/spatial-semanticist-L-migration
spatial-semanticist-L-migration is a machine learning model from a12s12. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as other.
Semanticist DiT-L/ViT (tokL pretrained init) + our 85 multi-res attn-pool tokens + our spatial-align attention mask. DiT trunk frozen (Phase-1 warmup).
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Public
Updated Jul 16, 2026
Repo size
19.8 GB
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.safetensors9 GB · 46%
At a glance
- License
- other
- Access
- Public
- Created
- Jul 15, 2026
- Updated
- Jul 16, 2026
- SHA
- 9c6a3a83
Model card
From the Hugging Face model README
SpatialDiffuseSlot-L — migration backup (2026-07-16)
Semanticist DiT-L/ViT (tok_L pretrained init) + our 85 multi-res attn-pool tokens + our spatial-align attention mask. DiT trunk frozen (Phase-1 warmup).
Migration backup taken at server deadline (7/16). Latest checkpoint + recon samples so the run can be resumed / inspected off the original server.
Contents
step150000/— accelerate checkpoint (model.safetensors, optimizer.bin, EMA, random states). Resume withckpt_path: .../models/step150000.samples/— reconstruction grids (left=GT, right=recon) at several steps.
Status at backup
- step 150000, epoch 15/400
- diff_loss 0.35 (step0) → 0.17 (running avg), repa_loss −0.21 → −0.23
- recon quality: recognizable structure/color/layout — spatial alignment working
- recipe: eff batch 256, blr 2.5e-5, warmup 100ep, cosine, EMA (== Semanticist)
Resume
Code lives in the semanticist repo (SpatialDiffuseSlot). See
SPATIAL_RUN_README.md for full setup. Phase-2 = unfreeze trunk with
freeze_dit: false + dit_lr_scale: 0.1.
- License
- other
- Created
- Jul 15, 2026
- Updated
- Jul 16, 2026