{
  "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"
}