Pith Number

pith:54FAUDIW

pith:2025:54FAUDIW7FHKGGCE67FHZ2TRLQ

not attested not anchored not stored refs pending

Unveiling Environmental Impacts of Large Language Model Serving: A Functional Unit View

Inez Hua, Yanran Wu, Yi Ding

arxiv:2502.11256 v2 · 2025-02-16 · cs.LG · cs.AR · 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{54FAUDIW7FHKGGCE67FHZ2TRLQ}

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

1 paper in Pith

Pimp My LLM: Leveraging Variability Modeling to Tune Inference Hyperparameters

Receipt and verification

First computed	2026-07-05T11:11:41.430866Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ef0a0a0d16f94ea31844f7ca7cea715c291a1a42c915a7d28b72d117688a7a9d

Aliases

arxiv: 2502.11256 · arxiv_version: 2502.11256v2 · doi: 10.48550/arxiv.2502.11256 · pith_short_12: 54FAUDIW7FHK · pith_short_16: 54FAUDIW7FHKGGCE · pith_short_8: 54FAUDIW

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/54FAUDIW7FHKGGCE67FHZ2TRLQ \
  | 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: ef0a0a0d16f94ea31844f7ca7cea715c291a1a42c915a7d28b72d117688a7a9d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ae8b4d312144ce7ca3293f9257ea331d09e18462bbb3fc98f41d67555619ce72",
    "cross_cats_sorted": [
      "cs.AR",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-16T20:20:18Z",
    "title_canon_sha256": "3109c64972bec1ac2a2df266525fb11e940fb72421ebaf5a74b632da4ec3d33d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.11256",
    "kind": "arxiv",
    "version": 2
  }
}