Pith Number

pith:3R3RAIST

pith:2026:3R3RAISTDKFJS36FY7L4YL3IVJ

not attested not anchored not stored refs pending

GNMR: Runtime Stability Control for Low-Precision Large Language Model Training

Boao Kong, Engao Zhang, Guohong Li, Kun Yuan, Weichen Jia, Yao Wang, Yaoyuan Wang, Yonghan Dong, Yunke Peng

arxiv:2606.00539 v1 · 2026-05-30 · cs.LG · math.OC · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3R3RAISTDKFJS36FY7L4YL3IVJ}

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	2026-06-02T01:03:57.604143Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dc771022531a8a996fc5c7d7cc2f68aa7767c624f0fc5dafe2389f1550005941

Aliases

arxiv: 2606.00539 · arxiv_version: 2606.00539v1 · doi: 10.48550/arxiv.2606.00539 · pith_short_12: 3R3RAISTDKFJ · pith_short_16: 3R3RAISTDKFJS36F · pith_short_8: 3R3RAIST

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/3R3RAISTDKFJS36FY7L4YL3IVJ \
  | 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: dc771022531a8a996fc5c7d7cc2f68aa7767c624f0fc5dafe2389f1550005941

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0401f827309c542b473c6e5746e57e61bcd0b5a29b266c6b0594255d825152f4",
    "cross_cats_sorted": [
      "math.OC",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-30T05:11:13Z",
    "title_canon_sha256": "8004a7a4102d496e89fd8b3701d515120121a871ce920e3947ba9f312f55beac"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.00539",
    "kind": "arxiv",
    "version": 1
  }
}