| 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. | |