Pith Number

pith:HTLZIAPN

pith:2024:HTLZIAPN4VSUOK6Y7POK34ZNJQ

not attested not anchored not stored refs pending

Train More Parameters But Mind Their Placement: Insights into Language Adaptation with PEFT

Jenny Kunz

arxiv:2412.12674 v1 · 2024-12-17 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HTLZIAPN4VSUOK6Y7POK34ZNJQ}

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.

Receipt and verification

First computed	2026-07-05T09:50:18.990452Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3cd79401ede565472bd8fbdcadf32d4c117f4d406eddeaef00434ca1202dec35

Aliases

arxiv: 2412.12674 · arxiv_version: 2412.12674v1 · doi: 10.48550/arxiv.2412.12674 · pith_short_12: HTLZIAPN4VSU · pith_short_16: HTLZIAPN4VSUOK6Y · pith_short_8: HTLZIAPN

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/HTLZIAPN4VSUOK6Y7POK34ZNJQ \
  | 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: 3cd79401ede565472bd8fbdcadf32d4c117f4d406eddeaef00434ca1202dec35

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "55ab6b19c7c179ec1d85207f056c50de521932f23ea8f112aafe817adc0c6480",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-17T08:44:00Z",
    "title_canon_sha256": "2ddf1e49cca4fed63735caca95f2880d7dfb3a1e6c159a1c29dde427b13abfb4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.12674",
    "kind": "arxiv",
    "version": 1
  }
}