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Samantha Thought-Loop SFT

  • Base model: google/t5gemma-l-l-prefixlm-it
  • Cleaned dataset repo: BRlkl/timed_natural_conversations_5min4
  • Raw dataset repo: BRlkl/timed_natural_conversations_5min4
  • Latent slots: 256
  • Fixed tick seconds: 1.0
  • Chunk ticks: 300
  • Max horizon ticks: 300
  • Explicit time features: False
  • Gate loss mode: bce
  • Hazard soft target window: 16
  • Hazard soft target tau ticks: 4.0
  • Hazard censor weight: 0.25
  • TBPTT by bucket: {}

Best Validation Metrics

  • active_ticks: 1888.000000
  • decoder_token_count: 2494.000000
  • gate_accuracy: 0.715042
  • gate_f1: 0.154088
  • gate_positive_weight: 16.000000
  • gate_precision: 0.091932
  • gate_pred_positive_count: 533.000000
  • gate_recall: 0.475728
  • gate_target_positive_count: 103.000000
  • hazard_censor_count: 0.000000
  • hazard_event_count: 0.000000
  • loss_decoder: 3.564287
  • loss_gate: 1.241260
  • loss_gate_ranking: 0.000000
  • loss_state_delta: 0.258536
  • loss_total: 4.521086
  • soft_target_mass: 0.000000
  • soft_target_positive_count: 0.000000
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Model size
1B params
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F32
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BF16
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