Pith Number

pith:C2QIWUKH

pith:2026:C2QIWUKHQZBSMTIUKJEKY6PH63

not attested not anchored not stored refs pending

Token-Operations-Oriented Inference Optimization Techniques for Large Models

Cong Wang, Dongyan Zhao, Fang Zhao, Huanlin Gao, Huishuai Zhang, Jiangze Yan, Jieyun Huang, Junping Du, Kaikai Zhao, Kai Wang, Minjie Hua, Ping Chen, Qinghuai Ma, Shiguo Lian, Tao Chen, Wen Liu, Xiang Gao, Xinggang Wang, Xin Wang, Xinyu Yang, Yao Zhao, Yilin Zhang, Yi Shen, Yutong Liu, Zhaoxiang Liu

arxiv:2606.20295 v1 · 2026-06-18 · cs.SE · 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{C2QIWUKHQZBSMTIUKJEKY6PH63}

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	2026-06-19T16:13:08.114544Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

16a08b51478643264d145248ac79e7f6ef4984e72d9f33694327be70e92196bf

Aliases

arxiv: 2606.20295 · arxiv_version: 2606.20295v1 · doi: 10.48550/arxiv.2606.20295 · pith_short_12: C2QIWUKHQZBS · pith_short_16: C2QIWUKHQZBSMTIU · pith_short_8: C2QIWUKH

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/C2QIWUKHQZBSMTIUKJEKY6PH63 \
  | 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: 16a08b51478643264d145248ac79e7f6ef4984e72d9f33694327be70e92196bf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "660f71852dfd0eae83331b4da5cbd34189b41aa76e9449caf812e39e5af3c970",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2026-06-18T14:33:09Z",
    "title_canon_sha256": "f6d718be64a594f17b3f5ada9919839cadbe5ea1bf6730298f0b6348425959d6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.20295",
    "kind": "arxiv",
    "version": 1
  }
}