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"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"
} |