Pith Number

pith:S463HN2I

pith:2023:S463HN2IFPWM7OWUUY3SYN4VPA

not attested not anchored not stored refs pending

Towards Anytime Fine-tuning: Continually Pre-trained Language Models with Hypernetwork Prompt

Caigao Jiang, Defu Lian, Gangwei Jiang, James Y. Zhang, Jun Zhou, Siqiao Xue, Ying Wei

arxiv:2310.13024 v1 · 2023-10-19 · cs.CL · cs.AI · cs.LG

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\usepackage{pith}
\pithnumber{S463HN2IFPWM7OWUUY3SYN4VPA}

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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

1 paper in Pith

GRID: Scaling Task-Agnostic Inference in Continual Prompt Tuning

Receipt and verification

First computed	2026-07-05T07:02:55.967704Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

973db3b7482beccfbad4a6372c3795783a4d65744b267ab9d203278ee0d57214

Aliases

arxiv: 2310.13024 · arxiv_version: 2310.13024v1 · doi: 10.48550/arxiv.2310.13024 · pith_short_12: S463HN2IFPWM · pith_short_16: S463HN2IFPWM7OWU · pith_short_8: S463HN2I

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/S463HN2IFPWM7OWUUY3SYN4VPA \
  | 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: 973db3b7482beccfbad4a6372c3795783a4d65744b267ab9d203278ee0d57214

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c11f1103529121045d59e0a63b288bf2b9a62e07cc1cae69d70c9ea2b7be0f13",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-19T06:34:40Z",
    "title_canon_sha256": "1bd8cd4234d675909ed11b92d79cfa69e413dd1503f97bb0e19800d29f15708d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.13024",
    "kind": "arxiv",
    "version": 1
  }
}