README.md

metadata

pretty_name: DL-TRM Phase 2 Controller K-Means V128
task_categories:
  - feature-extraction
language:
  - en

DL-TRM Phase 2 Controller K-Means V128

Discrete Z traces produced by k-means over Phase 1 controller deltas.

• Source trace artifact: phase1_real_medoid_route_trace_shards
• Input signal: medoid_controller_delta_trace[1:]
• Input shape before quantization: [11400, 16, 512]
• Output Z trace shape: [11400, 16]
• Vocabulary size: 128
• Token id base: 0

Diagnostics

{
  "used_codes": 128,
  "dead_codes": 0,
  "perplexity": 123.55767954902056,
  "unique_traces": 9222,
  "top_trace_fraction": 0.0010526315789473684,
  "adjacent_repeat_fraction": 0.02211695909500122
}

Files

• data/train.jsonl: viewer-friendly rows with raw_puzzle_id, route_id, route_local_id, and z_trace
• z_traces.pt: tensor package with all traces and route metadata
• codebook.pt: normalized k-means centers
• diagnostics.json: code usage and trace-diversity diagnostics
• z_trace_manifest.json: artifact schema and source metadata