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"schema_version": 1,
"title": "Reproduction: Distributed Direct Preference Optimization",
"emoji": "🎯",
"space_id": "rahit/repro-distributed-direct-preference-optimization",
"paper": {
"arxiv_id": "2605.20696"
},
"tags": [
"icml2026-repro",
"paper-ljNZyrAlaa"
],
"updated_at": "2026-07-23T14:22:25+00:00",
"root": {
"slug": "index",
"title": "Reproduction: Distributed Direct Preference Optimization",
"file": "pages/index.md",
"children": [
{
"slug": "executive-summary",
"title": "Executive summary",
"file": "pages/executive-summary/page.md",
"children": []
},
{
"slug": "claim-1-theorem-5-1-gives-first-convergence-bound-federated-dpo",
"title": "Claim 1: Theorem 5.1: gives first convergence bound Federated DPO",
"file": "pages/claim-1-theorem-5-1-gives-first-convergence-bound-federated-dpo/page.md",
"children": []
},
{
"slug": "claim-2-corollary-5-2-full-participation-variance-amplification",
"title": "Claim 2: Corollary 5.2: full participation variance-amplification",
"file": "pages/claim-2-corollary-5-2-full-participation-variance-amplification/page.md",
"children": []
},
{
"slug": "claim-3-theorem-5-4-introduces-staleness-penalty-term",
"title": "Claim 3: Theorem 5.4: introduces staleness penalty term",
"file": "pages/claim-3-theorem-5-4-introduces-staleness-penalty-term/page.md",
"children": []
},
{
"slug": "claim-4-theorem-5-5-establishes-lower-bound-showing-dependence",
"title": "Claim 4: Theorem 5.5: establishes lower bound showing dependence",
"file": "pages/claim-4-theorem-5-5-establishes-lower-bound-showing-dependence/page.md",
"children": []
},
{
"slug": "claim-5-theorem-6-1-decdpo-converges-rate-where-spectral-gap",
"title": "Claim 5: Theorem 6.1: DecDPO converges rate where spectral gap",
"file": "pages/claim-5-theorem-6-1-decdpo-converges-rate-where-spectral-gap/page.md",
"children": []
},
{
"slug": "claim-6-section-7-numerical-experiments-stanford-human",
"title": "Claim 6: Section 7: Numerical experiments Stanford Human",
"file": "pages/claim-6-section-7-numerical-experiments-stanford-human/page.md",
"children": []
},
{
"slug": "conclusion",
"title": "Conclusion",
"file": "pages/conclusion/page.md",
"children": []
}
]
},
"agent_view_tokens": 7563,
"revision": "1784816545955933109"
} |