finding
pending-review
finding:early-exit-strategy-via-probes-saves-up-to-68-of-tokens-on-mmlu-with-95-accuracy-retention

Early-exit strategy via probes saves up to 68% of tokens on MMLU with >95% accuracy retention.

boppana-goodfire-reasoning-theater-2026.md
Frontmatter (11 fields)
{
  "doc": "boppana-goodfire-reasoning-theater-2026.md",
  "author": null,
  "context": "Practical implication: early detection of internal answers allows significant token efficiency gains without sacrificing performance.",
  "enrichment": {
    "is_stale": true
  },
  "norm_label": "Early-exit strategy via probes saves up to 68% of tokens on MMLU with >95% accuracy retention.",
  "source_url": null,
  "graphify_id": "finding_token_savings",
  "source_file": "boppana-goodfire-reasoning-theater-2026.md",
  "imported_from": "/Users/antonborzov/Documents/Research.nosync/papers/extract_typed_out/boppana-goodfire-reasoning-theater-2026/graph.json",
  "extracted_type": "finding",
  "graphify_file_type": "finding"
}

Outgoing (0)

None.

Incoming (0)

None.

Mentions (1)

  • papers-typed
    boppana-goodfire-reasoning-theater-2026.md