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sft-research-bures-support-gap-002
[ { "role": "user", "content": "I am training wide two-layer linear networks by gradient flow on the factors. No global convergence theorem I can find matches the runs, and I want the theory derived, not cited.\n\nSetup. Factors U in R^{d_u x n} and V in R^{d_v x n}, width n large. The loss sees only the pred...
{ "source_file": "080844e2-sft_bures_support_gap_v2.jsonl", "original_fields": { "format": "messages+reasoning_content", "compatibility": [ "axolotl reasoning_content", "llama-factory / trl reasoning SFT", "DeepSeek-R1 distillation schema (reasoning_content + content)", "generic JSON...
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sft-flow-map-rediscovery-002
[ { "role": "user", "content": "You are a researcher in early 2023. Score-based diffusion models and their probability-flow ODEs are known: a learned drift can be integrated from a simple base density to a data density, but sampling costs tens to hundreds of network evaluations, and continuous normalizing flo...
{ "source_file": "0d9dd529-flow_map_rediscovery_sft.json", "original_fields": { "revision": 2, "format": "openai_messages", "compatible_with": [ "trl.SFTTrainer", "axolotl", "llama-factory", "huggingface datasets" ], "revision_notes": [ "Removed invented MLP metrics...
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130d919e-Special-Relativity
[{"role":"user","content":"Wir befinden uns gedanklich in einer Physik, in der die spezielle Relativ(...TRUNCATED)
{ "source_file": "130d919e-Special-Relativity.jsonl", "original_fields": {} }
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2e24ec68-quantum_information_research_grade_sft_v2
[{"role":"user","content":"You are a theoretical physicist in a counterfactual research era. Ordinar(...TRUNCATED)
{ "source_file": "2e24ec68-quantum_information_research_grade_sft_v2.jsonl", "original_fields": {} }
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ddpm-discovery-002
[{"role":"user","content":"You are a machine learning researcher working from first principles.\n\nY(...TRUNCATED)
{ "source_file": "3ca071cf-ddpm_discovery_sft_v2.json", "original_fields": {} }
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4a9e6218-poincare_sft_single_entry_v2_research_grade
[{"role":"user","content":"You are a mathematically mature research agent in an alternate historical(...TRUNCATED)
{ "source_file": "4a9e6218-poincare_sft_single_entry_v2_research_grade.jsonl", "original_fields": {} }
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550e2a77-Neural-Networks
[{"role":"user","content":"You are a research scientist in a counterfactual early era of neural comp(...TRUNCATED)
{ "source_file": "550e2a77-Neural-Networks.jsonl", "original_fields": {} }
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6a5755d7-graph_theory_discovery_sft_v2
[{"role":"user","content":"You are a mathematically trained investigator in a world in which no gene(...TRUNCATED)
{ "source_file": "6a5755d7-graph_theory_discovery_sft_v2.jsonl", "original_fields": {} }
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7286e8fa-bell_inequality_long_horizon_sft_research_grade_v2
[{"role":"user","content":"You are a theoretical physicist carrying out a long-horizon research prog(...TRUNCATED)
{"source_file":"7286e8fa-bell_inequality_long_horizon_sft_research_grade_v2.jsonl","original_fields"(...TRUNCATED)
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769b1466-dirac_equation_sft_single_record_v2_research_grade
[{"role":"user","content":"HISTORICAL RECONSTRUCTION / RESEARCH-AGENT TASK\n\nWork in two explicitly(...TRUNCATED)
{"source_file":"769b1466-dirac_equation_sft_single_record_v2_research_grade.jsonl","original_fields"(...TRUNCATED)
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