Pith Number

pith:3RJNFW3L

pith:2026:3RJNFW3LPUADTQZCTGKS24J3XJ

not attested not anchored not stored refs pending

Multi-Level Modeling of Large Language Model Inference Latency and Energy via Hybrid Analytical--Machine-Learning Predictors

Massoud Pedram, Mehdi Kamal, Mohammad Erfan Sadeghi, Saeid Shokoufa

arxiv:2608.06723 v1 · 2026-08-07 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3RJNFW3LPUADTQZCTGKS24J3XJ}

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.

Receipt and verification

First computed	2026-08-10T01:11:49.519156Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dc52d2db6b7d0039c32299952d713bba7a927c84fa9675fb954474a0b476f57f

Aliases

arxiv: 2608.06723 · arxiv_version: 2608.06723v1 · doi: 10.48550/arxiv.2608.06723 · pith_short_12: 3RJNFW3LPUAD · pith_short_16: 3RJNFW3LPUADTQZC · pith_short_8: 3RJNFW3L

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/3RJNFW3LPUADTQZCTGKS24J3XJ \
  | 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: dc52d2db6b7d0039c32299952d713bba7a927c84fa9675fb954474a0b476f57f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "98abd61cc3b772c06d06bcb8f826aafaa1ac3ff895d7a5cf983291459eb2299c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-08-07T02:37:02Z",
    "title_canon_sha256": "f0bf60632fcdccc44ca5ec4bbef9eaeb59f20f8334c909dee911a005564124bb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.06723",
    "kind": "arxiv",
    "version": 1
  }
}