Pith Number

pith:CWJJEWKK

pith:2023:CWJJEWKKSZ6OLMW5G3CDSVLOZK

not attested not anchored not stored refs pending

AdaMerging: Adaptive Model Merging for Multi-Task Learning

Dacheng Tao, Enneng Yang, Guibing Guo, Li Shen, Shiwei Liu, Xingwei Wang, Zhenyi Wang

arxiv:2310.02575 v2 · 2023-10-04 · cs.LG · cs.CV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CWJJEWKKSZ6OLMW5G3CDSVLOZK}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

When Model Merging Breaks Routing: Training-Free Calibration for MoE

CRANE: Constrained Reasoning Injection for Code Agents via Nullspace Editing

ReLoRA: Knowledge-Reusing Adaptation for Fast Rollout of Evolving LLM Services

Model Merging Scaling Laws in Large Language Models

Retrofit: Continual Learning with Controlled Forgetting for Binary Security Detection and Analysis

Receipt and verification

First computed	2026-07-05T08:23:56.065075Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

159292594a967ce5b2dd36c439556ecaab399a3ad722a61c1b5f59b2abd85b04

Aliases

arxiv: 2310.02575 · arxiv_version: 2310.02575v2 · doi: 10.48550/arxiv.2310.02575 · pith_short_12: CWJJEWKKSZ6O · pith_short_16: CWJJEWKKSZ6OLMW5 · pith_short_8: CWJJEWKK

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/CWJJEWKKSZ6OLMW5G3CDSVLOZK \
  | 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: 159292594a967ce5b2dd36c439556ecaab399a3ad722a61c1b5f59b2abd85b04

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e638643ebbdc02b7fe51de91cef6439fedca594ebe80146a4b8d1dd328e317de",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-04T04:26:33Z",
    "title_canon_sha256": "dce26c644963ff51f11e93bbc2914f339eede188ff9009f4971a8754bb036f24"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.02575",
    "kind": "arxiv",
    "version": 2
  }
}