Pith Number

pith:2DC66WNZ

pith:2024:2DC66WNZPA2ES7AOTXUINRCYBN

not attested not anchored not stored refs pending

LLMCO2: Advancing Accurate Carbon Footprint Prediction for LLM Inferences

Fan Chen, Haitong Li, Lei Jiang, Shan Zhou, Zhenxiao Fu

arxiv:2410.02950 v1 · 2024-10-03 · cs.LG · cs.AI · cs.CL · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2DC66WNZPA2ES7AOTXUINRCYBN}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

2 papers in Pith

Guidelines for Empirical Studies in Software Engineering involving Large Language Models

Receipt and verification

First computed	2026-07-05T09:15:41.851754Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d0c5ef59b97834497c0e9de886c4580b40445273ac6a78eee48a442e8b6888a3

Aliases

arxiv: 2410.02950 · arxiv_version: 2410.02950v1 · doi: 10.48550/arxiv.2410.02950 · pith_short_12: 2DC66WNZPA2E · pith_short_16: 2DC66WNZPA2ES7AO · pith_short_8: 2DC66WNZ

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/2DC66WNZPA2ES7AOTXUINRCYBN \
  | 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: d0c5ef59b97834497c0e9de886c4580b40445273ac6a78eee48a442e8b6888a3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7ed65e50257b68d89201f25dc59ec6c5872f18f16ee87d4f3958dedd9971b816",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-03T19:48:45Z",
    "title_canon_sha256": "442cf0cdf5466047b46e5020ec733ee7586c53fd0d5ba5c253b541a560aa5b81"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.02950",
    "kind": "arxiv",
    "version": 1
  }
}