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svd_llm/unheal/llama2-7b-base/provenance.json
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{
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"method": "SVD-LLM V1 (ICLR 2025): truncation-aware data whitening (256 wikitext2 samples) + closed-form parameter update; official code AIoT-MLSys-Lab/SVD-LLM @ 7538cca, uniform 41.93% removal across all 7 projection types of all 32 layers",
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"source_model": "NousResearch/Llama-2-7b-hf",
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"source_revision": "8efe6c9b93655b934e27bd9981e3ec13e55aee9d",
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"params_total": 4021989376,
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"param_budget_target": "4.0231B, matched to the TR-3 llama2-7b(-base) row",
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"overall_keep_ratio": 0.5807,
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"compression_artifacts": {
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"compressed_checkpoint_tr3fmt": "checkpoints/svdllm1_base_7b/tr3fmt/state_dict_fp16.pt",
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"compressed_checkpoint_tr3fmt_sha256": "1009aa0e0a873b4e4957ffd9df855027ff0f695ab2ef0f0ac7b0f4fd91295a69",
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"ranks_json_sha256": "715d09b26b58bbc4052eb425dc041e5d8b3acb5cc6cef729e2ca34c76c0e2943",
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"raw_svd_output": "checkpoints/svdllm1_base_7b/NousResearch_Llama_2_7b_hf_whitening_then_update_0.5807.pt",
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"profiling_cache": "checkpoints/svdllm1_base_7b/NousResearch_Llama_2_7b_hf_profiling_wikitext2_256_3.pt"
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},
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"sha_source": "checkpoint sha256 recorded by the sibling KD-heal run's input-identity gate (job 93282)",
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"probe_mmlu_unhealed": 0.256140350877193,
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"probe_mmlu_teacher_same_harness": 0.47412280701754383,
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"probe_note": "lm-eval 0.4.12, MMLU limit=40 questions/subtask, n=2280, seed 1234, fp16; measured as the step-0 eval of the sibling KD-heal run (RIKYU job 93282). Full-benchmark eval intentionally not run on base models.",
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"eval_protocol": "eval_protocol_llama2_7b_base.json (mirrored at tr3/heal/llama2-7b-base/ in this repo)"
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}
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