logbook.json

{
  "schema_version": 1,
  "title": "Repro - Fine-Tuning Without Forgetting In-Context Learning: A Theoretical Analysis of Linear Attention Models",
  "emoji": "🎯",
  "space_id": "SabaPivot/repro-finetuning-without-forgetting-icl",
  "paper": {
    "arxiv_id": "2602.23197"
  },
  "tags": [
    "icml2026-repro",
    "paper-jl2f2Y3iuC"
  ],
  "updated_at": "2026-07-31T04:20:00+00:00",
  "root": {
    "slug": "index",
    "title": "Repro - Fine-Tuning Without Forgetting In-Context Learning: A Theoretical Analysis of Linear Attention Models",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "executive-summary",
        "title": "Executive summary",
        "file": "pages/executive-summary/page.md",
        "children": []
      },
      {
        "slug": "claim-1-full-fine-tuning-degrades-in-context-learning",
        "title": "Claim 1: Full fine-tuning degrades in-context learning",
        "file": "pages/claim-1-full-fine-tuning-degrades-in-context-learning/page.md",
        "children": []
      },
      {
        "slug": "claim-2-value-only-fine-tuning-preserves-in-context-learning",
        "title": "Claim 2: Value-only fine-tuning preserves in-context learning",
        "file": "pages/claim-2-value-only-fine-tuning-preserves-in-context-learning/page.md",
        "children": []
      },
      {
        "slug": "claim-3-auxiliary-few-shot-loss-trade-off",
        "title": "Claim 3: Auxiliary few-shot loss trade-off",
        "file": "pages/claim-3-auxiliary-few-shot-loss-trade-off/page.md",
        "children": []
      },
      {
        "slug": "claim-4-synthetic-linear-regression-experiment",
        "title": "Claim 4: Synthetic linear-regression experiment",
        "file": "pages/claim-4-synthetic-linear-regression-experiment/page.md",
        "children": []
      },
      {
        "slug": "claim-5-qwen2-5-mmlu-experiment",
        "title": "Claim 5: Qwen2.5 MMLU experiment",
        "file": "pages/claim-5-qwen2-5-mmlu-experiment/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      }
    ]
  },
  "agent_view_tokens": 12549,
  "revision": "1784244535671852170"
}