Pith Number

pith:HVVTNHOK

pith:2024:HVVTNHOKGU3QCOGG4WRFBTMSFP

not attested not anchored not stored refs pending

Designing Large Foundation Models for Efficient Training and Inference: A Survey

Benjamin Lengerich, Dong Liu, Jing Wu, Sina Alinejad, Yanxuan Yu, Ying Nian Wu, Yite Wang, Zhongwei Wan

arxiv:2409.01990 v5 · 2024-09-03 · cs.DC · 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{HVVTNHOKGU3QCOGG4WRFBTMSFP}

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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

2 papers in Pith

Safe and Adaptive Cloud Healing: Verifying LLM-Generated Recovery Plans with a Neural-Symbolic World Model

OLIVE: Online Low-Rank Incremental Learning for Efficient Adaptive Exoskeletons

Receipt and verification

First computed	2026-07-05T10:48:19.049894Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3d6b369dca35370138c6e5a250cd922bc46bb4f3561a888e1ac101235e54aa03

Aliases

arxiv: 2409.01990 · arxiv_version: 2409.01990v5 · doi: 10.48550/arxiv.2409.01990 · pith_short_12: HVVTNHOKGU3Q · pith_short_16: HVVTNHOKGU3QCOGG · pith_short_8: HVVTNHOK

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/HVVTNHOKGU3QCOGG4WRFBTMSFP \
  | 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: 3d6b369dca35370138c6e5a250cd922bc46bb4f3561a888e1ac101235e54aa03

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4a646907b55689cd5c43b35d5e23aaa125889b756a48e4bb1a3ae3de982e790e",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2024-09-03T15:35:01Z",
    "title_canon_sha256": "fbd9a3a01176af106846b6716f6e366a720682f31e6392f973f2fac901697b63"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.01990",
    "kind": "arxiv",
    "version": 5
  }
}