Pith Number

pith:C7HKES6Q

pith:2024:C7HKES6QYSMKYAIWQ4AAPOYIWU

not attested not anchored not stored refs pending

InsCL: A Data-efficient Continual Learning Paradigm for Fine-tuning Large Language Models with Instructions

Chen Chen, Chufan Shi, Haoling Li, Haonan Lu, Yafei Liu, Yifan Wang, Yujiu Yang

arxiv:2403.11435 v1 · 2024-03-18 · cs.CL

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\usepackage{pith}
\pithnumber{C7HKES6QYSMKYAIWQ4AAPOYIWU}

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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

Routing-Based Continual Learning for Multimodal Large Language Models

Receipt and verification

First computed	2026-07-05T07:57:16.427183Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

17cea24bd0c498ac0116870007bb08b52925a49f7095df25b1fd62f9cabf1a88

Aliases

arxiv: 2403.11435 · arxiv_version: 2403.11435v1 · doi: 10.48550/arxiv.2403.11435 · pith_short_12: C7HKES6QYSMK · pith_short_16: C7HKES6QYSMKYAIW · pith_short_8: C7HKES6Q

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/C7HKES6QYSMKYAIWQ4AAPOYIWU \
  | 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: 17cea24bd0c498ac0116870007bb08b52925a49f7095df25b1fd62f9cabf1a88

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0f96bc855cf8079a6da02991ed89a5a1bce384fe6de7e956e1f49bdeaeffe23a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-03-18T03:10:36Z",
    "title_canon_sha256": "570da2a81b2954be86a14c48754d1ecfd4a35f6426fe698271b7144e774367d4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.11435",
    "kind": "arxiv",
    "version": 1
  }
}