Pith Number

pith:BNGJLG2C

pith:2026:BNGJLG2CK6FMFKRCRILWBFMEGR

not attested not anchored not stored refs pending

Accelerating Long-Tail Generation in Synchronous RLHF Training via Adaptive Tensor Parallelism

Chaoyi Ruan, Cheng Li, Jiaan Zhu, Long Zhao, Qinghe Wang, Shengnan Wang, Youhui Bai, Zewen Jin

arxiv:2605.23945 v1 · 2026-05-03 · cs.AI · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BNGJLG2CK6FMFKRCRILWBFMEGR}

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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.

Receipt and verification

First computed	2026-05-26T00:02:23.207857Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0b4c959b42578ac2aa228a17609584345b1627ca2e0f2a8d690d4eb6e13c5231

Aliases

arxiv: 2605.23945 · arxiv_version: 2605.23945v1 · doi: 10.48550/arxiv.2605.23945 · pith_short_12: BNGJLG2CK6FM · pith_short_16: BNGJLG2CK6FMFKRC · pith_short_8: BNGJLG2C

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/BNGJLG2CK6FMFKRCRILWBFMEGR \
  | 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: 0b4c959b42578ac2aa228a17609584345b1627ca2e0f2a8d690d4eb6e13c5231

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "14b35507c4aa7e77f604ce838dec839272e80615ec1ffd9fd2f3dfc4b0124b9a",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-05-03T05:53:32Z",
    "title_canon_sha256": "60bb08778c2c77ce8c5c5d8a48405cbea22f2314772a2301340bf4955ac8ffbb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.23945",
    "kind": "arxiv",
    "version": 1
  }
}