Pith Number

pith:WGQKDO72

pith:2023:WGQKDO72K32SEV5SJN5XINFPKK

not attested not anchored not stored refs pending

Deep Model Fusion: A Survey

Han Hu, Liang Ding, Li Shen, Miao Zhang, Weishi Li, Yong Peng

arxiv:2309.15698 v1 · 2023-09-27 · cs.LG · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WGQKDO72K32SEV5SJN5XINFPKK}

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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

10 papers in Pith

PACT: Preserving Anchored Cores in Task-vectors for Model Merging

Model Merging as Probabilistic Inference in Fine-Tuning Parameter Space

DLLG: Dynamic Logit-Level Gating of LLM Experts

Unlocking the Potential of Continual Model Merging: An ODE Perspective

Can Heterogeneous Language Models Be Fused?

Receipt and verification

First computed	2026-07-05T06:54:56.642780Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b1a0a1bbfa56f52257b24b7b7434af528a6aaf04624d59d089e589bf193c5ec4

Aliases

arxiv: 2309.15698 · arxiv_version: 2309.15698v1 · doi: 10.48550/arxiv.2309.15698 · pith_short_12: WGQKDO72K32S · pith_short_16: WGQKDO72K32SEV5S · pith_short_8: WGQKDO72

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/WGQKDO72K32SEV5SJN5XINFPKK \
  | 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: b1a0a1bbfa56f52257b24b7b7434af528a6aaf04624d59d089e589bf193c5ec4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1afd3a1b66c31acdb0e2d7c424ab12e172efad6bf17c9178564de6a7e382f59e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-09-27T14:40:12Z",
    "title_canon_sha256": "d65104bbad79fba9e6f0e76d15c129260a8639a4cacd4fd71aec82157801175e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.15698",
    "kind": "arxiv",
    "version": 1
  }
}