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svd_llm2/unheal/llama2-7b-base/provenance.json
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{
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"method": "SVD-LLM V2 (NAACL 2025): Algorithm 1 heterogeneous ratio allocation + Algorithm 2 loss-optimized truncation; official code unreleased, faithful reimplementation (project IMPLEMENTATION_NOTES)",
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"source_model": "NousResearch/Llama-2-7b-hf",
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"source_revision": "8efe6c9b93655b934e27bd9981e3ec13e55aee9d",
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"params_total": 4023134464,
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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": 0.5680,
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"compression_artifacts": {
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"compressed_checkpoint_tr3fmt": "checkpoints/svdllm2_base_7b/tr3fmt/state_dict_fp16.pt",
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"compressed_checkpoint_tr3fmt_sha256": "0d4448da4e196a60a1c0086908fec20755a2fe629d42d4fdfc20c5a8c2057f1a",
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"ranks_json_sha256": "cbf5384f256345afac09962a58e2979b1ff2f3b63f4f7e5055b61c6f30554ed4",
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"v2_allocation_files": "checkpoints/svdllm2_base_7b/{v2_ranks.json, v2_lmin.json}",
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"raw_svd_output": "checkpoints/svdllm2_base_7b/NousResearch_Llama_2_7b_hf_svdllmv2_keep_0.5680.pt",
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"rawgram_cache": "checkpoints/svdllm2_base_7b/NousResearch_Llama_2_7b_hf_rawgram_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 93283)",
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"probe_mmlu_unhealed": 0.24342105263157895,
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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 93283). 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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