Pith Number

pith:JI7YKMHM

pith:2024:JI7YKMHMYHATWRHUBHWF3KGZNZ

not attested not anchored not stored refs pending

HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models

Aaron Klein, Arber Zela, Benedikt Staffler, Frank Hutter, Joerg K.H. Franke, Lennart Purucker, Rhea Sanjay Sukthanker

arxiv:2405.10299 v3 · 2024-05-16 · 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{JI7YKMHMYHATWRHUBHWF3KGZNZ}

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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

LLMForge: Multi-Backend Hardware-Aware Neural Architecture Search with Infinite-Head Attention for Edge Language Models

Receipt and verification

First computed	2026-07-05T09:30:14.066062Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4a3f8530ecc1c13b44f409ec5da8d96e7fe01fe17e729fb424101264c56b465f

Aliases

arxiv: 2405.10299 · arxiv_version: 2405.10299v3 · doi: 10.48550/arxiv.2405.10299 · pith_short_12: JI7YKMHMYHAT · pith_short_16: JI7YKMHMYHATWRHU · pith_short_8: JI7YKMHM

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/JI7YKMHMYHATWRHUBHWF3KGZNZ \
  | 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: 4a3f8530ecc1c13b44f409ec5da8d96e7fe01fe17e729fb424101264c56b465f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1863584e2e44c3cedf773c91442f3551a74a67009ace0d8ef7f2de04e0c7b781",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-16T17:53:32Z",
    "title_canon_sha256": "0e77ab55678aa2765a6910728c22f3855d658aefe7011ca10f92fcae85a15eb1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.10299",
    "kind": "arxiv",
    "version": 3
  }
}