Pith Number

pith:C5QSEJMJ

pith:2024:C5QSEJMJ2NVI2LOW6HD55ZNLDB

not attested not anchored not stored refs pending

Towards Effective and Efficient Continual Pre-training of Large Language Models

Di Hu, Jiapeng Wang, Jiaxin Mao, Jie Chen, Jinhao Jiang, Ji-Rong Wen, Jun Xu, Kun Zhou, Ruihua Song, Rui Yan, Wayne Xin Zhao, Wenbing Huang, Xu Chen, Yankai Lin, Yingqian Min, Yutao Zhu, Zhewei Wei, Zhicheng Dou, Zhipeng Chen

arxiv:2407.18743 v1 · 2024-07-26 · cs.CL

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{C5QSEJMJ2NVI2LOW6HD55ZNLDB}

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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.

Cited by

2 papers in Pith

TFGN: Task-Free, Replay-Free Continual Pre-Training Without Catastrophic Forgetting at LLM Scale

From Curated Data to Scalable Models: Continual Pre-training of Dense and MoE Large Language Models for Tibetan

Receipt and verification

First computed	2026-07-05T08:48:54.398716Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1761222589d36a8d2dd6f1c7dee5ab18791c07fd31cacfd41c13a5be06c91a68

Aliases

arxiv: 2407.18743 · arxiv_version: 2407.18743v1 · doi: 10.48550/arxiv.2407.18743 · pith_short_12: C5QSEJMJ2NVI · pith_short_16: C5QSEJMJ2NVI2LOW · pith_short_8: C5QSEJMJ

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/C5QSEJMJ2NVI2LOW6HD55ZNLDB \
  | 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: 1761222589d36a8d2dd6f1c7dee5ab18791c07fd31cacfd41c13a5be06c91a68

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a92e63c92c4c75e5307de800b1789f36d3d6042d58d974846ba318a70d405fdc",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-26T13:55:21Z",
    "title_canon_sha256": "a80de6b1a0d0453365993a8d564585825d02ec1f498601f86b183cb2c1514fe3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.18743",
    "kind": "arxiv",
    "version": 1
  }
}