Pith Number

pith:DM4MZW2Z

pith:2022:DM4MZW2ZOGSVYQXVWAB77I4IFI

not attested not anchored not stored refs pending

Linear Interpolation In Parameter Space is Good Enough for Fine-Tuned Language Models

Daniil Gavrilov, Mark Rofin, Nikita Balagansky

arxiv:2211.12092 v1 · 2022-11-22 · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DM4MZW2ZOGSVYQXVWAB77I4IFI}

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

1 paper in Pith

AsyncSwitch: Asynchronous Text-Speech Adaptation for Code-Switched ASR

Receipt and verification

First computed	2026-07-05T05:18:13.001795Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1b38ccdb5971a55c42f5b003ffa3882a1b3067af2e975cce0b9cb47d1a95c273

Aliases

arxiv: 2211.12092 · arxiv_version: 2211.12092v1 · doi: 10.48550/arxiv.2211.12092 · pith_short_12: DM4MZW2ZOGSV · pith_short_16: DM4MZW2ZOGSVYQXV · pith_short_8: DM4MZW2Z

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/DM4MZW2ZOGSVYQXVWAB77I4IFI \
  | 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: 1b38ccdb5971a55c42f5b003ffa3882a1b3067af2e975cce0b9cb47d1a95c273

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e8d2ec9a6fdaf1511b50c5749bbc94cc3b8d09b7f5827161cb17b46985f19807",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-11-22T08:49:22Z",
    "title_canon_sha256": "6e2f97c66179c4bd4a38169a5d93111f5502055d83d2b95869f895f989d9e88c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.12092",
    "kind": "arxiv",
    "version": 1
  }
}