logbook.json

{
  "schema_version": 1,
  "title": "Repro - Understanding Catastrophic Forgetting In LoRA via Mean-Field Attention Dynamics",
  "emoji": "🎯",
  "space_id": "agharsallah/mxvumnd3oi-logbook",
  "paper": {
    "arxiv_id": null,
    "openreview_id": "MXvuMNd3oI",
    "icml_id": "16758",
    "title": "Understanding Catastrophic Forgetting In LoRA via Mean-Field Attention Dynamics",
    "forum": "https://openreview.net/forum?id=MXvuMNd3oI"
  },
  "tags": [
    "icml2026-repro",
    "paper-MXvuMNd3oI"
  ],
  "updated_at": "2026-07-17T10:53:08+00:00",
  "root": {
    "slug": "index",
    "title": "Repro - Understanding Catastrophic Forgetting In LoRA via Mean-Field Attention Dynamics",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "overview-method",
        "title": "Overview & Method",
        "file": "pages/overview-method/page.md",
        "children": []
      },
      {
        "slug": "claim-1-lora-fine-tuning-dynamics-are-modeled-via-a",
        "title": "Claim 1: LoRA fine-tuning dynamics are modeled via a",
        "file": "pages/claim-1-lora-fine-tuning-dynamics-are-modeled-via-a/page.md",
        "children": []
      },
      {
        "slug": "claim-2-theorem-5-4-establishes-a-two-phase-bifurca",
        "title": "Claim 2: Theorem 5.4 establishes a two-phase (bifurca",
        "file": "pages/claim-2-theorem-5-4-establishes-a-two-phase-bifurca/page.md",
        "children": []
      },
      {
        "slug": "claim-3-proposition-5-8-bounds-the-time-to-deviation",
        "title": "Claim 3: Proposition 5.8 bounds the time-to-deviation",
        "file": "pages/claim-3-proposition-5-8-bounds-the-time-to-deviation/page.md",
        "children": []
      },
      {
        "slug": "claim-4-proposition-7-2-shows-that-when-lora-update",
        "title": "Claim 4: Proposition 7.2 shows that when LoRA update",
        "file": "pages/claim-4-proposition-7-2-shows-that-when-lora-update/page.md",
        "children": []
      },
      {
        "slug": "claim-5-empirical-checks-on-bert-and-llama2-partiall",
        "title": "Claim 5: Empirical checks on BERT and Llama2 partiall",
        "file": "pages/claim-5-empirical-checks-on-bert-and-llama2-partiall/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      }
    ]
  },
  "agent_view_tokens": 5270,
  "revision": "1784285588152708000"
}