gLRqqQOM9K / logbook.json
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Reproduce CARS exact constrained sampling on the real Llama-3.1-8B-Instruct (HF inference): empirical matches true P^L (TV=0.016), 100% valid vs 0% unconstrained
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{
"schema_version": 1,
"title": "Reproduction: Constrained Adaptive Rejection Sampling",
"emoji": "\ud83c\udfaf",
"space_id": "DineshAI/repro-constrained-adaptive-rejection-sampling",
"paper": {
"arxiv_id": "2510.01902",
"openreview_id": "gLRqqQOM9K"
},
"tags": [
"icml2026-repro",
"paper-gLRqqQOM9K"
],
"updated_at": "2026-07-22T16:01:00+00:00",
"root": {
"slug": "index",
"title": "Reproduction: Constrained Adaptive Rejection Sampling",
"file": "pages/index.md",
"children": [
{
"slug": "executive-summary",
"title": "Executive summary",
"file": "pages/executive-summary/page.md",
"children": []
},
{
"slug": "claim-1-exact-constrained-distribution",
"title": "Claim 1 \u2014 Exact constrained distribution",
"file": "pages/claim-1-exact-constrained-distribution/page.md",
"children": []
},
{
"slug": "claim-2-trie-pruning-and-monotonicity",
"title": "Claim 2 \u2014 Trie pruning and monotonicity",
"file": "pages/claim-2-trie-pruning-and-monotonicity/page.md",
"children": []
},
{
"slug": "claim-3-molecular-synthesis",
"title": "Claim 3 \u2014 Molecular synthesis",
"file": "pages/claim-3-molecular-synthesis/page.md",
"children": []
},
{
"slug": "claim-4-pddl-planning",
"title": "Claim 4 \u2014 PDDL planning",
"file": "pages/claim-4-pddl-planning/page.md",
"children": []
},
{
"slug": "claim-5-xml-fuzzing",
"title": "Claim 5 \u2014 XML fuzzing",
"file": "pages/claim-5-xml-fuzzing/page.md",
"children": []
},
{
"slug": "claim-6-sygus",
"title": "Claim 6 \u2014 SyGuS",
"file": "pages/claim-6-sygus/page.md",
"children": []
},
{
"slug": "conclusion",
"title": "Conclusion",
"file": "pages/conclusion/page.md",
"children": []
},
{
"slug": "claim-cars-exact-live",
"title": "CARS exact sampling on the live LM",
"file": "pages/claim-cars-exact-live/page.md",
"children": []
}
]
},
"agent_view_tokens": 4925,
"revision": "1784505349859975001"
}