nickvdw/repro-knapspec-self-speculative-decoding

1{2  "schema_version": 1,3  "title": "Repro - KnapSpec: Self-Speculative Decoding via Adaptive Layer Selection as a Knapsack Problem",4  "emoji": "🎯",5  "space_id": "nickvdw/repro-knapspec-self-speculative-decoding",6  "paper": {7    "openreview_id": "k5nKHWp9VC",8    "arxiv_id": "2602.20217"9  },10  "tags": [11    "icml2026-repro",12    "paper-k5nKHWp9VC"13  ],14  "updated_at": "2026-07-16T16:00:31+00:00",15  "root": {16    "slug": "index",17    "title": "Repro - KnapSpec: Self-Speculative Decoding via Adaptive Layer Selection as a Knapsack Problem",18    "file": "pages/index.md",19    "children": [20      {21        "slug": "claim-1-attention-mlp-knapsack-decoupling",22        "title": "Claim 1: Attention/MLP knapsack decoupling",23        "file": "pages/claim-1-attention-mlp-knapsack-decoupling/page.md",24        "children": []25      },26      {27        "slug": "claim-2-cosine-similarity-proxy",28        "title": "Claim 2: Cosine similarity proxy",29        "file": "pages/claim-2-cosine-similarity-proxy/page.md",30        "children": []31      },32      {33        "slug": "claim-3-tpt-and-two-stage-optimization",34        "title": "Claim 3: TPT and two-stage optimization",35        "file": "pages/claim-3-tpt-and-two-stage-optimization/page.md",36        "children": []37      },38      {39        "slug": "claim-4-5-reported-benchmark-speedups",40        "title": "Claim 4-5: Reported benchmark speedups",41        "file": "pages/claim-4-5-reported-benchmark-speedups/page.md",42        "children": []43      },44      {45        "slug": "claim-6-training-free-and-search-space-reduction",46        "title": "Claim 6: Training-free and search-space reduction",47        "file": "pages/claim-6-training-free-and-search-space-reduction/page.md",48        "children": []49      },50      {51        "slug": "conclusion",52        "title": "Conclusion",53        "file": "pages/conclusion/page.md",54        "children": []55      }56    ]57  },58  "agent_view_tokens": 8290,59  "revision": "1784217631068056931"60}