Pith Number

pith:XUHHR7BS

pith:2024:XUHHR7BSFRW4RIDEKTYWLV4LXJ

not attested not anchored not stored refs pending

EE-Tuning: An Economical yet Scalable Solution for Tuning Early-Exit Large Language Models

Bolin Ding, Jingren Zhou, Xuchen Pan, Yaliang Li, Yanxi Chen

arxiv:2402.00518 v1 · 2024-02-01 · cs.LG · cs.AI · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XUHHR7BSFRW4RIDEKTYWLV4LXJ}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

The Shape of Overthinking: Backtracking Bursts in Long Reasoning Traces

Receipt and verification

First computed	2026-07-05T07:40:12.915017Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bd0e78fc322c6dc8a06454f165d78bba6e50d4297029026bbaef2f680efe809d

Aliases

arxiv: 2402.00518 · arxiv_version: 2402.00518v1 · doi: 10.48550/arxiv.2402.00518 · pith_short_12: XUHHR7BSFRW4 · pith_short_16: XUHHR7BSFRW4RIDE · pith_short_8: XUHHR7BS

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/XUHHR7BSFRW4RIDEKTYWLV4LXJ \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: bd0e78fc322c6dc8a06454f165d78bba6e50d4297029026bbaef2f680efe809d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a3902538de41a54669309841b30bd6f2cbcc80f50907b25a2278130318d80b32",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-01T11:39:04Z",
    "title_canon_sha256": "83b112e891205a57208300702c147ad169e1ebee85d2aa06883e58b57d3b19c9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.00518",
    "kind": "arxiv",
    "version": 1
  }
}