Pith Number

pith:VWA7FD7A

pith:2024:VWA7FD7ARCWQZSK3W4T7PKZSPJ

not attested not anchored not stored refs pending

LongSkywork: A Training Recipe for Efficiently Extending Context Length in Large Language Models

Bo Zhu, Cheng cheng, Chenxia Li, Han Fang, Liang Zeng, Liang Zhao, Lijie Wang, Liu Yang, Peng Cheng, Rui Hu, Shuicheng Yan, Tianwen Wei, Xuejie Wu, Yahui Zhou, Yimeng Gan

arxiv:2406.00605 v1 · 2024-06-02 · cs.CL · cs.AI

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

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\usepackage{pith}
\pithnumber{VWA7FD7ARCWQZSK3W4T7PKZSPJ}

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Record completeness

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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

2 papers in Pith

Randomized YaRN Improves Length Generalization for Long-Context Reasoning

Optimization Hyper-parameter Laws for Large Language Models

Receipt and verification

First computed	2026-07-05T08:26:27.995414Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ad81f28fe088ad0cc95bb727f7ab327a57a72ebb961d99bdfd1fb7fb2ff01e16

Aliases

arxiv: 2406.00605 · arxiv_version: 2406.00605v1 · doi: 10.48550/arxiv.2406.00605 · pith_short_12: VWA7FD7ARCWQ · pith_short_16: VWA7FD7ARCWQZSK3 · pith_short_8: VWA7FD7A

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/VWA7FD7ARCWQZSK3W4T7PKZSPJ \
  | 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: ad81f28fe088ad0cc95bb727f7ab327a57a72ebb961d99bdfd1fb7fb2ff01e16

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "59432d7c41cb558b3f6b6622d10e3b554b11c694ec93f7313123f0a2e3c894e8",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-02T03:34:41Z",
    "title_canon_sha256": "1b9583a4f6300c22101ce9f68ee3e34d89ea7ccb53356595e56251dc2688194a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.00605",
    "kind": "arxiv",
    "version": 1
  }
}