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results.json
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{
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"model": "Sid-GPT 91.59M",
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"pretraining": {"steps": 8000, "train_loss": 3.064, "val_loss": 3.573, "hardware": "NVIDIA RTX 3060 12GB", "wall_clock_minutes": 77},
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"fine_tuning": {"pairs": 1104, "real_pairs": 904, "handwritten_pairs": 200, "epochs": 3, "heldout_pairs": 99, "heldout_loss": 2.348},
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"held_out_resume_perplexity": {"sid_gpt_92m": 21.1, "baseline_14m": 33.1},
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"quantified_result_rate_on_30_unseen_weak_bullets": {"input": 0.0, "output": 0.93, "reference_real_bullets": 1.0},
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"generation_scan": {"outputs_checked": 30, "verbatim_10_word_spans_from_training_resumes": 0, "contact_detail_patterns": 0}
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}
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