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omrisap
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dl-trm-phase2-controller-kmeans-v16

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row_index
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vocab_size
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route_id
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route_local_id
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14
medoid_old_id
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692k
selected_stage_a_example_index
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3M
cluster_size
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DL-TRM Phase 2 Controller K-Means V16

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: 16
  • Token id base: 0

Diagnostics 

{
  "used_codes": 16,
  "dead_codes": 0,
  "perplexity": 15.491387192451063,
  "unique_traces": 9176,
  "top_trace_fraction": 0.002368421052631579,
  "adjacent_repeat_fraction": 0.05989473685622215
}

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
Downloads last month
34
Number of rows:
11,400
Total file size:
5.1 MB