Pith Number

pith:AXLEP5R2

pith:2024:AXLEP5R2W62OTWZ3DWM47TTDHE

not attested not anchored not stored refs pending

Model merging with SVD to tie the Knots

Boglarka Ecsedi, George Stoica, Judy Hoffman, Leshem Choshen, Pratik Ramesh

arxiv:2410.19735 v1 · 2024-10-25 · 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{AXLEP5R2W62OTWZ3DWM47TTDHE}

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

8 papers in Pith

Model Merging as Probabilistic Inference in Fine-Tuning Parameter Space

Octopus: History-Free Gradient Orthogonalization for Continual Learning in Multimodal Large Language Models

ACE-LoRA: Adaptive Orthogonal Decoupling for Continual Image Editing

Compositional Generalization in Autoregressive Models via Logit Composition

Dynamic Model Merging Made Slim

Receipt and verification

First computed	2026-07-05T09:26:00.956504Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

05d647f63ab7b4e9db3b1d99cfce633902ba915402ae9f0faf714dcb6a35c059

Aliases

arxiv: 2410.19735 · arxiv_version: 2410.19735v1 · doi: 10.48550/arxiv.2410.19735 · pith_short_12: AXLEP5R2W62O · pith_short_16: AXLEP5R2W62OTWZ3 · pith_short_8: AXLEP5R2

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/AXLEP5R2W62OTWZ3DWM47TTDHE \
  | 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: 05d647f63ab7b4e9db3b1d99cfce633902ba915402ae9f0faf714dcb6a35c059

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a9c2f58ddc609c0307d6e09efb98a0340505dbfc01193f40fddf64330e0840dc",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-10-25T17:59:55Z",
    "title_canon_sha256": "b0aa257d9363d4ac35e2d01f199c4280b9e823c0f8f6393b7233210d2471f040"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.19735",
    "kind": "arxiv",
    "version": 1
  }
}