| # Samantha Thought-Loop SFT |
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| - 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: `{}` |
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| ## Best Validation Metrics |
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| - `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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