Pith Number

pith:AR7B3DEV

pith:2024:AR7B3DEVMOTSBRCCVXUCLYSRRE

not attested not anchored not stored refs pending

The Case for Co-Designing Model Architectures with Hardware

Aamir Shafi, Deepak Narayanan, Dhabaleswar Panda, Hari Subramoni, Jacob Hatef, Junqi Yin, Quentin Anthony, Stas Bekman, Stella Biderman

arxiv:2401.14489 v2 · 2024-01-25 · cs.DC · 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{AR7B3DEVMOTSBRCCVXUCLYSRRE}

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

Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Receipt and verification

First computed	2026-07-05T07:39:34.446332Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

047e1d8c9563a720c442ade825e25189007290160bedcc76b7e523bfd71812d3

Aliases

arxiv: 2401.14489 · arxiv_version: 2401.14489v2 · doi: 10.48550/arxiv.2401.14489 · pith_short_12: AR7B3DEVMOTS · pith_short_16: AR7B3DEVMOTSBRCC · pith_short_8: AR7B3DEV

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/AR7B3DEVMOTSBRCCVXUCLYSRRE \
  | 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: 047e1d8c9563a720c442ade825e25189007290160bedcc76b7e523bfd71812d3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2b0354a80ba906644ad0e9b3f6df5f5f0384ddf4563f84d4fe2ad3ce8a7afd54",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2024-01-25T19:50:31Z",
    "title_canon_sha256": "93d2e3b81af83d220120cd555e3c538adbf44cf463d598b7ba69e46ae4c866e0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.14489",
    "kind": "arxiv",
    "version": 2
  }
}