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asvd_llm/heal/llama2-13b-base/provenance.json
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| 1 |
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{
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| 2 |
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"method": "KD healing: alpha*T^2*KL(teacher||student) + (1-alpha)*CE",
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| 3 |
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"student_init": "/data1/rkp00022/zixuan/projects/TR3_main/checkpoints/asvd_base_13b/tr3fmt/state_dict_fp16.pt",
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| 4 |
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"teacher": "NousResearch/Llama-2-13b-hf",
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| 5 |
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"alpha": 1.0,
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"temperature": 1.0,
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"lr": 2e-05,
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| 14 |
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"ultrachat": 100000
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| 15 |
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"tatsu-lab/alpaca": "dce01c9b08f87459cf36a430d809084718273017",
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| 22 |
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| 23 |
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| 24 |
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| 25 |
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"mmlu_aux_split": "cais/mmlu auxiliary_train (official TRAIN split, disjoint from the evaluated test split; audit verified 0/99842 exact overlap)",
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| 26 |
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"requested_groups": 16000,
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| 33 |
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"revision": "c30699e8356da336a370243923dbaf21066bb9fe",
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| 34 |
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"format": "MMLU-shaped (NOT byte-identical to lm-eval; auxiliary_train has no subject)"
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| 35 |
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},
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| 36 |
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"gold_label_supervision": false,
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| 37 |
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"attribution_note": "alpha=1.0 => pure KD, no gold-label CE, so any MMLU change is attributable to distillation on in-domain text. alpha<1 adds CE on text containing answers = labeled MCQ training, which is a DIFFERENT and weaker claim.",
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| 38 |
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"train_tokens_total": 263112704,
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| 39 |
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"decontamination": {
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| 40 |
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| 43 |
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| 44 |
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},
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| 47 |
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| 50 |
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| 51 |
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| 52 |
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| 127 |
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"key": "tr3fmt",
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| 137 |
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"sha256": "c44d7dc63dd23f1eb09843d73abebe48d31b732457d9b5054670c70ca55b98ac",
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"status": "unregistered_allowed"
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| 151 |
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"snapshots": [
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| 152 |
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"(PosixPath('/data1/rkp00022/zixuan/projects/TR3_main/checkpoints/kdheal_asvd_base_13b_h1_snap15m'), 15.007744)",
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| 153 |
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"(PosixPath('/data1/rkp00022/zixuan/projects/TR3_main/checkpoints/kdheal_asvd_base_13b_h1_snap30m'), 30.015488)",
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| 154 |
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"(PosixPath('/data1/rkp00022/zixuan/projects/TR3_main/checkpoints/kdheal_asvd_base_13b_h1_snap45m'), 45.023232)",
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| 155 |
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"(PosixPath('/data1/rkp00022/zixuan/projects/TR3_main/checkpoints/kdheal_asvd_base_13b_h1_snap50m'), 50.003968)",
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| 156 |
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"(PosixPath('/data1/rkp00022/zixuan/projects/TR3_main/checkpoints/kdheal_asvd_base_13b_h1_snap55m'), 55.017472)"
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],
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| 163 |
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"stream_note": "the block order is a seeded permutation consumed from index 0; stages sharing a --seed with stream_skip=0 re-train on the SAME blocks. [start, end] block indices are recorded so any continuation can be checked for overlap with what earlier stages consumed.",
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| 164 |
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"student_master_dtype": "bf16",
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| 165 |
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"eval_dtype": "bf16",
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| 172 |
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"held_out_source": "canonical: mixture 2000/4000/4000, seed 1234, seq 1024, blocks 256:264 (identical to the compression gates)",
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| 173 |
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}
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