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"schema_version": 1,
"title": "Repro - Training-Inference Consistent Segmented Execution for Long-Context LLMs",
"emoji": "🎯",
"space_id": "Umong/repro-consistent-segmented-execution",
"paper": {
"arxiv_id": "2605.11744"
},
"tags": [
"icml2026-repro",
"paper-PoRigyDOcC"
],
"updated_at": "2026-07-17T11:49:43+00:00",
"root": {
"slug": "index",
"title": "Repro - Training-Inference Consistent Segmented Execution for Long-Context LLMs",
"file": "pages/index.md",
"children": [
{
"slug": "claim-1-training-and-inference-share-identical-segment-level-forward-semantics",
"title": "Claim 1: Training and inference share identical segment-level forward semantics",
"file": "pages/claim-1-training-and-inference-share-identical-segment-level-forward-semantics/page.md",
"children": []
},
{
"slug": "claim-2-tbptt-computes-the-exact-gradient-of-the-stated-truncated-objective",
"title": "Claim 2: TBPTT computes the exact gradient of the stated truncated objective",
"file": "pages/claim-2-tbptt-computes-the-exact-gradient-of-the-stated-truncated-objective/page.md",
"children": []
},
{
"slug": "claim-3-the-truncated-training-objective-is-aligned-with-segmented-inference",
"title": "Claim 3: The truncated training objective is aligned with segmented inference",
"file": "pages/claim-3-the-truncated-training-objective-is-aligned-with-segmented-inference/page.md",
"children": []
},
{
"slug": "claim-4-long-range-retrieval-is-sparse-and-forward-only",
"title": "Claim 4: Long-range retrieval is sparse and forward-only",
"file": "pages/claim-4-long-range-retrieval-is-sparse-and-forward-only/page.md",
"children": []
},
{
"slug": "sources-protocol-and-integrity",
"title": "Sources, protocol, and integrity",
"file": "pages/sources-protocol-and-integrity/page.md",
"children": []
},
{
"slug": "conclusion",
"title": "Conclusion",
"file": "pages/conclusion/page.md",
"children": []
},
{
"slug": "segmented-64223-repro",
"title": "segmented-64223-repro",
"file": "pages/segmented-64223-repro/page.md",
"children": []
}
]
},
"agent_view_tokens": 3035,
"revision": "1784288983365630850"
} |