README.md

metadata

license: other
tags:
  - dl-trm
  - arc
  - codebook
  - vector-quantization
  - latent-traces

DL-TRM Phase 2 Codebooks

This dataset repository contains Phase 2 transition VQ codebook artifacts for DL-TRM.

Contents are organized by vocabulary size:

• V16/
• V32/
• V128/
• V256/

Each folder includes:

• z_traces.pt: discrete Z trace dataset for the Phase 1 route traces
• codebook.pt: learned VQ codebook weights
• transition_vq_model.pt: trained transition VQ model weights
• diagnostics.json: code usage and final training diagnostics
• z_trace_manifest.json: artifact manifest
• checkpoints/: periodic training checkpoints at steps 250, 500, 750, and 1000

Training settings:

• batch_size=16
• max_steps=1000
• lr=3e-5
• codebook_weight=1.0
• commitment_weight=1.0
• hidden_weight=1.0
• final_logit_weight=1.0
• direction_weight=0.0

See upload_summary.json for final diagnostics across all vocabulary sizes.