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cells-developmental

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cells-developmental
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[2026-09-04 15:59:42] queue out/queue/chord_gpt2.txt started, pid 20626
[2026-09-04 15:59:42] waiting: load 3.82, other jobs: 19428 
[2026-09-04 16:07:42] idle after 480s
[2026-09-04 16:07:42] start [1]: .venv/bin/python scripts/residual_chord_test.py gpt2 --pairs 24 --context 16
Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
[transformers] Token indices sequence length is longer than the specified maximum sequence length for this model (2918 > 1024). Running this sequence through the model will result in indexing errors

Loading weights:   0%|          | 0/148 [00:00<?, ?it/s]
Loading weights: 100%|██████████| 148/148 [00:00<00:00, 7302.85it/s]
substrate gpt2:12L  bank pile(NeelNanda/pile-10k)[n=64,ctx=16,seed=0][n=64,ctx=16] host=#0
check_substrate passed (10s)
scan done (21s)
wrote /Users/brianna/Cells_Developmental/out/chord/gpt2_L1.json
{
 "cut": "L1",
 "n_pairs": 24,
 "n_alpha": 50,
 "final": {
  "max_slope_median": 6.198100371840301,
  "max_slope_quartiles": [
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 },
 "logits": {
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  "max_slope_quartiles": [
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  "relative_distance_median_curve": [
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 },
 "argmax_switches_mean": 1.875,
 "argmax_switches_histogram": {
  "0": 1,
  "1": 10,
  "2": 7,
  "3": 4,
  "4": 1,
  "5": 1
 },
 "fraction_of_chords_whose_ends_predict_different_tokens": 0.9166666666666666,
 "example_top_tokens": [
  [
   " voters",
   " citizens"
  ],
  [
   "leasing",
   "ens"
  ],
  [
   "hene",
   "-"
  ],
  [
   " in",
   " in"
  ],
  [
   " a",
   " objects"
  ]
 ]
}
first argmax departure alpha (median): 0.510204081632653
[2026-09-04 16:08:05] exit [1]: status 0 after 23s
[2026-09-04 16:08:05] queue finished: 1 commands