Pith Number

pith:4MHGIJMT

pith:2024:4MHGIJMTID7TOARLDN6BUSHLTR

not attested not anchored not stored refs pending

LoFiT: Localized Fine-tuning on LLM Representations

Fangcong Yin, Greg Durrett, Xi Ye

arxiv:2406.01563 v2 · 2024-06-03 · 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{4MHGIJMTID7TOARLDN6BUSHLTR}

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

3 papers in Pith

Scaling Participation in Modular AI Systems

Correcting Suppressed Log-Probabilities in Language Models with Post-Transformer Adapters

ART: Attention Replacement Technique to Improve Factuality in LLMs

Receipt and verification

First computed	2026-07-05T09:28:50.805875Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e30e64259340ff37022b1b7c1a48eb9c5e427f294a58e208916cef0893690851

Aliases

arxiv: 2406.01563 · arxiv_version: 2406.01563v2 · doi: 10.48550/arxiv.2406.01563 · pith_short_12: 4MHGIJMTID7T · pith_short_16: 4MHGIJMTID7TOARL · pith_short_8: 4MHGIJMT

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/4MHGIJMTID7TOARLDN6BUSHLTR \
  | 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: e30e64259340ff37022b1b7c1a48eb9c5e427f294a58e208916cef0893690851

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b53f3feeb435f248fc6535e0d50b060b8b3ea633bd7117ecc7e22b701500fa95",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-03T17:45:41Z",
    "title_canon_sha256": "a125d5ab31ae15c0314eb74271a674aa535b103d22d13281803b718abfe729d7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.01563",
    "kind": "arxiv",
    "version": 2
  }
}