Pith Number

pith:KCS3SF7R

pith:2024:KCS3SF7RYH2DEOOSX55HL7UX6E

not attested not anchored not stored refs pending

Unlocking the Theory Behind Scaling 1-Bit Neural Networks

Chiwun Yang, Majid Daliri, Zhao Song

arxiv:2411.01663 v1 · 2024-11-03 · cs.LG · cs.AI · cs.CC · 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{KCS3SF7RYH2DEOOSX55HL7UX6E}

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	2026-07-05T09:30:34.182851Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

50a5b917f1c1f43239d2bf7a75fe97f1031bdecf1b5818c8cea1f360fbcd1a76

Aliases

arxiv: 2411.01663 · arxiv_version: 2411.01663v1 · doi: 10.48550/arxiv.2411.01663 · pith_short_12: KCS3SF7RYH2D · pith_short_16: KCS3SF7RYH2DEOOS · pith_short_8: KCS3SF7R

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/KCS3SF7RYH2DEOOSX55HL7UX6E \
  | 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: 50a5b917f1c1f43239d2bf7a75fe97f1031bdecf1b5818c8cea1f360fbcd1a76

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "334460ee9e394f2eeb940fe56a86e9c81b26697bb256e6455fd0d870c36edb54",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CC",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-03T19:18:57Z",
    "title_canon_sha256": "a9c428988c3128fd2954807358e1c967ecdbe4827255c4a8b1b355b65a99b7d4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.01663",
    "kind": "arxiv",
    "version": 1
  }
}