Pith Number

pith:TED2UFKA

pith:2025:TED2UFKAEMQN3PSYBE3JGDMTC6

not attested not anchored not stored refs pending

LESA: Learnable LLM Layer Scaling-Up

Hai Zhao, Libo Qin, Xinbei Ma, Yao Yao, Yifei Yang, Zhi Chen, Zouying Cao

arxiv:2502.13794 v1 · 2025-02-19 · cs.LG · cs.AI · 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{TED2UFKAEMQN3PSYBE3JGDMTC6}

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

MIDUS: Memory-Infused Depth Up-Scaling

Receipt and verification

First computed	2026-07-05T10:17:00.695866Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9907aa15402320ddbe580936930d9317ac965d3db9fe5b135d5dbb50389b44f9

Aliases

arxiv: 2502.13794 · arxiv_version: 2502.13794v1 · doi: 10.48550/arxiv.2502.13794 · pith_short_12: TED2UFKAEMQN · pith_short_16: TED2UFKAEMQN3PSY · pith_short_8: TED2UFKA

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/TED2UFKAEMQN3PSYBE3JGDMTC6 \
  | 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: 9907aa15402320ddbe580936930d9317ac965d3db9fe5b135d5dbb50389b44f9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b26115dad84992896d4c5cb2dbeec7e117e26f4bdff672687d59dda31d6c0563",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-19T14:58:48Z",
    "title_canon_sha256": "03c2a3b5dc0e87b522a8632aaa2f3e07fe78a28dfcc2eb6c0e32c3094bed92f9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.13794",
    "kind": "arxiv",
    "version": 1
  }
}