Mean-field diagnostics for Geometric Transformers

Experimental contract

What this family tests

archived single-seed pilot

• Residual commutator diagnostic
• Pre-LN and GT prefix-to-suffix pilot
• Topological and Dirichlet diagnostic comparison

Book-to-code crosswalk

The highlighted Experiment cards covered here

This family is documented at chapter and run level but has no highlighted Experiment card in the current edition.

Implementation map

From entry point to source surface

Start here

These concrete files are selected from the complete registered source surface to orient the reader.

• runner · staged-not-public — categories-gt-archive:scripts/seq2seq_scaling_preln_transformer.pyLocate this file in the curated companion packet; no public download is currently offered.
• runner · staged-not-public — categories-gt-archive:scripts/seq2seq_scaling_GTFull.pyLocate this file in the curated companion packet; no public download is currently offered.
• runner · staged-not-public — categories-gt-archive:scripts/seq2seq_wiki103_scaling-GT-Lite.pyLocate this file in the curated companion packet; no public download is currently offered.
• runner · staged-not-public — categories-gt-archive:scripts/seq2seq_wiki103_scaling-GT-Full.pyLocate this file in the curated companion packet; no public download is currently offered.

Author-declared entry points

• scripts/seq2seq_scaling_preln_transformer.py
• scripts/seq2seq_scaling_GTFull.py
• scripts/seq2seq_wiki103_scaling-GT-Lite.py
• scripts/seq2seq_wiki103_scaling-GT-Full.py
• scripts/seq2seq_wiki103_scaling-GT-MoE.py

Resolved code

Evidence record

Artifacts and frozen runs

Result artifacts

• archived manuscript plots and final-value table; raw run logs unavailable

Run records

No run-level packet is registered. The family retains code-level provenance, but public run reproduction still requires curation.