Pith Number

pith:6SQUVRIG

pith:2023:6SQUVRIGM734SALAFV3YKY7MNI

not attested not anchored not stored refs pending

FedBPT: Efficient Federated Black-box Prompt Tuning for Large Language Models

Daguang Xu, Dong Yang, Holger R. Roth, Hongxu Yin, Jingwei Sun, Yiran Chen, Ziyue Xu

arxiv:2310.01467 v1 · 2023-10-02 · cs.CL · cs.AI

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\usepackage{pith}
\pithnumber{6SQUVRIGM734SALAFV3YKY7MNI}

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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

3 papers in Pith

Towards Spec Learning: Inference-Time Alignment from Preference Pairs

Beyond Parameter Aggregation: Semantic Consensus for Federated Fine-Tuning of LLMs

Receipt and verification

First computed	2026-07-05T06:56:40.660189Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f4a14ac50667f7c901602d778563ec6a1cc64d7d7eb5c2c3f369ab9e08b53a99

Aliases

arxiv: 2310.01467 · arxiv_version: 2310.01467v1 · doi: 10.48550/arxiv.2310.01467 · pith_short_12: 6SQUVRIGM734 · pith_short_16: 6SQUVRIGM734SALA · pith_short_8: 6SQUVRIG

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/6SQUVRIGM734SALAFV3YKY7MNI \
  | 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: f4a14ac50667f7c901602d778563ec6a1cc64d7d7eb5c2c3f369ab9e08b53a99

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8634cb420dacd60cc6c2d971380fca47ec5470af6451048f805e6d87be1b1dd7",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-02T16:43:14Z",
    "title_canon_sha256": "ec60265d62d63c7747f7fc3ab5e98be7a6b77f9c4b10f7784bc52443a417d4e9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.01467",
    "kind": "arxiv",
    "version": 1
  }
}