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Pith Number

pith:7PPA3CJL

pith:2022:7PPA3CJLM5T66FLYKU3TN75MAF
not attested not anchored not stored refs pending

PANDA: Prompt Transfer Meets Knowledge Distillation for Efficient Model Adaptation

Bo Du, Dacheng Tao, Juhua Liu, Liang Ding, Qihuang Zhong

arxiv:2208.10160 v2 · 2022-08-22 · cs.CL

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\usepackage{pith}
\pithnumber{7PPA3CJLM5T66FLYKU3TN75MAF}

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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

Receipt and verification
First computed 2026-07-05T08:03:04.925186Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

fbde0d892b6767ef1578553736ffac016c2dcbd60834fb8155fcef2d11808080

Aliases

arxiv: 2208.10160 · arxiv_version: 2208.10160v2 · doi: 10.48550/arxiv.2208.10160 · pith_short_12: 7PPA3CJLM5T6 · pith_short_16: 7PPA3CJLM5T66FLY · pith_short_8: 7PPA3CJL
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/7PPA3CJLM5T66FLYKU3TN75MAF \
  | 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: fbde0d892b6767ef1578553736ffac016c2dcbd60834fb8155fcef2d11808080
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "0d1962815315e431cf848186d5cc84abc69c5c035179e03aee849da972edafc3",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-08-22T09:14:14Z",
    "title_canon_sha256": "eba0ecf3e904fa9b851393d90eed65e2e990ac018ae16c61626639724d98f8b3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.10160",
    "kind": "arxiv",
    "version": 2
  }
}