{
  "schema_version": 1,
  "title": "Repro - KnapSpec: Self-Speculative Decoding via Adaptive Layer Selection as a Knapsack Problem",
  "emoji": "🎯",
  "space_id": "nickvdw/repro-knapspec-self-speculative-decoding",
  "paper": {
    "openreview_id": "k5nKHWp9VC",
    "arxiv_id": "2602.20217"
  },
  "tags": [
    "icml2026-repro",
    "paper-k5nKHWp9VC"
  ],
  "updated_at": "2026-07-16T16:00:31+00:00",
  "root": {
    "slug": "index",
    "title": "Repro - KnapSpec: Self-Speculative Decoding via Adaptive Layer Selection as a Knapsack Problem",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "claim-1-attention-mlp-knapsack-decoupling",
        "title": "Claim 1: Attention/MLP knapsack decoupling",
        "file": "pages/claim-1-attention-mlp-knapsack-decoupling/page.md",
        "children": []
      },
      {
        "slug": "claim-2-cosine-similarity-proxy",
        "title": "Claim 2: Cosine similarity proxy",
        "file": "pages/claim-2-cosine-similarity-proxy/page.md",
        "children": []
      },
      {
        "slug": "claim-3-tpt-and-two-stage-optimization",
        "title": "Claim 3: TPT and two-stage optimization",
        "file": "pages/claim-3-tpt-and-two-stage-optimization/page.md",
        "children": []
      },
      {
        "slug": "claim-4-5-reported-benchmark-speedups",
        "title": "Claim 4-5: Reported benchmark speedups",
        "file": "pages/claim-4-5-reported-benchmark-speedups/page.md",
        "children": []
      },
      {
        "slug": "claim-6-training-free-and-search-space-reduction",
        "title": "Claim 6: Training-free and search-space reduction",
        "file": "pages/claim-6-training-free-and-search-space-reduction/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      }
    ]
  },
  "agent_view_tokens": 8290,
  "revision": "1784217631068056931"
}