Pith Number

pith:TJ7IDWKT

pith:2024:TJ7IDWKT7YGNG367BB5HV7IFQV

not attested not anchored not stored refs pending

An Efficient Inference Framework for Early-exit Large Language Models

Ruijie Miao, Tong Yang, Xinshuo Yao, Yihan Yan

arxiv:2407.20272 v1 · 2024-07-25 · cs.CL · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TJ7IDWKT7YGNG367BB5HV7IFQV}

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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

3 papers in Pith

Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade

River-LLM: Large Language Model Seamless Exit Based on KV Share

Receipt and verification

First computed	2026-07-05T08:49:55.358291Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9a7e81d953fe0cd36fdf087a7afd05857c9ebf4366a4bfe8e574a4d3e73c3814

Aliases

arxiv: 2407.20272 · arxiv_version: 2407.20272v1 · doi: 10.48550/arxiv.2407.20272 · pith_short_12: TJ7IDWKT7YGN · pith_short_16: TJ7IDWKT7YGNG367 · pith_short_8: TJ7IDWKT

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/TJ7IDWKT7YGNG367BB5HV7IFQV \
  | 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: 9a7e81d953fe0cd36fdf087a7afd05857c9ebf4366a4bfe8e574a4d3e73c3814

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b0cf4bfaa5c74c3d06963950ab3d9e2d01031e5f1ed7ab286c5cdc3fa6353c70",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-25T07:50:17Z",
    "title_canon_sha256": "ac25f2cb20b0a757d17c2dda0dbf737dc573280557e0e67b8d8a07ab5a8934c9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.20272",
    "kind": "arxiv",
    "version": 1
  }
}