Pith Number

pith:GPV22SUQ

pith:2025:GPV22SUQ7LSK37FJU7PUYYRQNW

not attested not anchored not stored refs pending

Cross-LoRA: A Data-Free LoRA Transfer Framework across Heterogeneous LLMs

Defang Li, Deguo Xia, Feifan Xia, Jizhou Huang, Mingyang Liao, Weikang Li, Yang Li, Yantong Xie, Yuyang Fang

arxiv:2508.05232 v1 · 2025-08-07 · cs.LG

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\usepackage{pith}
\pithnumber{GPV22SUQ7LSK37FJU7PUYYRQNW}

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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

Context Recycling for Long-Horizon LLM Inference

Receipt and verification

First computed	2026-07-05T11:50:09.343701Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

33ebad4a90fae4adfca9a7df4c62306da47c3b9245ca2173308a2a7f22116fe4

Aliases

arxiv: 2508.05232 · arxiv_version: 2508.05232v1 · doi: 10.48550/arxiv.2508.05232 · pith_short_12: GPV22SUQ7LSK · pith_short_16: GPV22SUQ7LSK37FJ · pith_short_8: GPV22SUQ

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/GPV22SUQ7LSK37FJU7PUYYRQNW \
  | 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: 33ebad4a90fae4adfca9a7df4c62306da47c3b9245ca2173308a2a7f22116fe4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "90c4507bc2c53f8a934b3e35fda7c4767cf539440e3a2714fbdb3251983c7c6e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-07T10:21:08Z",
    "title_canon_sha256": "22d7e1c7344326a12db315afe8f550d71c25ce87013bdbb91b02bb5371fa5480"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.05232",
    "kind": "arxiv",
    "version": 1
  }
}