Pith Number

pith:YSHYR3XG

pith:2024:YSHYR3XGFAOUKSF74ERLOKLN4W

not attested not anchored not stored refs pending

Step-by-Step Unmasking for Parameter-Efficient Fine-tuning of Large Language Models

Aradhye Agarwal, Ayan Sengupta, Suhas K Ramesh, Tanmoy Chakraborty

arxiv:2408.14470 v3 · 2024-08-26 · 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{YSHYR3XGFAOUKSF74ERLOKLN4W}

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

GEM: A Scale-Aware and Distribution-Sensitive Sparse Fine-Tuning Framework for Effective Downstream Adaptation

Receipt and verification

First computed	2026-07-05T11:25:39.147716Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c48f88eee6281d4548bfe122b7296de5b8cd6b9a4626da1708d598ffe4e72346

Aliases

arxiv: 2408.14470 · arxiv_version: 2408.14470v3 · doi: 10.48550/arxiv.2408.14470 · pith_short_12: YSHYR3XGFAOU · pith_short_16: YSHYR3XGFAOUKSF7 · pith_short_8: YSHYR3XG

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/YSHYR3XGFAOUKSF74ERLOKLN4W \
  | 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: c48f88eee6281d4548bfe122b7296de5b8cd6b9a4626da1708d598ffe4e72346

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f85a02e6c33bcd54d3fab653714cdd2507ad5f43a293fad6e8303a64ccaa2b10",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-08-26T17:58:53Z",
    "title_canon_sha256": "d58d7742a8e876d695e99e3e13cb19aa9f39d8e19b985e55db854bdc1053c91c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.14470",
    "kind": "arxiv",
    "version": 3
  }
}