Pith Number

pith:KJK65QQK

pith:2024:KJK65QQKIH55ZEUFFEDM57J7RI

not attested not anchored not stored refs pending

A Semantic-Aware Layer-Freezing Approach to Computation-Efficient Fine-Tuning of Language Models

Aldeida Aleti, Chunyang Chen, Hongyu Zhang, Jian Gu

arxiv:2406.11753 v3 · 2024-06-17 · 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{KJK65QQKIH55ZEUFFEDM57J7RI}

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

Unified Multimodal Understanding via Byte-Pair Visual Encoding

Receipt and verification

First computed	2026-07-05T11:13:10.708812Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5255eec20a41fbdc92852906cefd3f8a2474a63b6c1873373b49fa59144cca55

Aliases

arxiv: 2406.11753 · arxiv_version: 2406.11753v3 · doi: 10.48550/arxiv.2406.11753 · pith_short_12: KJK65QQKIH55 · pith_short_16: KJK65QQKIH55ZEUF · pith_short_8: KJK65QQK

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/KJK65QQKIH55ZEUFFEDM57J7RI \
  | 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: 5255eec20a41fbdc92852906cefd3f8a2474a63b6c1873373b49fa59144cca55

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "368bff7f68d2dff435b93b21020696655d6f1e51b7b5aef2265ff142ee679b25",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-17T17:13:08Z",
    "title_canon_sha256": "b53e69677dd2f001872252684ee15e15817327f405fe48d5d16c0bd6e3855296"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.11753",
    "kind": "arxiv",
    "version": 3
  }
}