Pith Number

pith:N4JWG25L

pith:2024:N4JWG25LPFKHTOZ5YYYCSDFY75

not attested not anchored not stored refs pending

A Survey of Small Language Models

Ashish Singh, Chien Van Nguyen, Franck Dernoncourt, Hanieh Deilamsalehy, Huanrui Yang, Jian Chen, Jiuxiang Gu, Joe Barrow, Junda Wu, Mihir Parmar, Mike Rimer, Namyong Park, Nedim Lipka, Nesreen K. Ahmed, Ruiyi Zhang, Ryan Aponte, Ryan A. Rossi, Samyadeep Basu, Sasidhar Kunapuli, Sungchul Kim, Thien Huu Nguyen, Tong Yu, Xiang Chen, Xuan Shen, Yu Wang, Yu Xia, Zhehao Zhang, Zhengmian Hu

arxiv:2410.20011 v1 · 2024-10-25 · 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{N4JWG25LPFKHTOZ5YYYCSDFY75}

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

4 papers in Pith

Will LLMs Scaling Hit the Wall? Breaking Barriers via Distributed Resources on Massive Edge Devices

VocabTailor: Dynamic Vocabulary Selection for Downstream Tasks in Small Language Models

Evaluating Small Language Models for Front-Door Routing: A Harmonized Benchmark and Synthetic-Traffic Experiment

FedDetox: Robust Federated SLM Alignment via On-Device Data Sanitization

Receipt and verification

First computed	2026-07-05T09:26:37.569879Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6f13636bab795479bb3dc630290cb8ff6b527bdff4560e2d692df0e2a3af2be7

Aliases

arxiv: 2410.20011 · arxiv_version: 2410.20011v1 · doi: 10.48550/arxiv.2410.20011 · pith_short_12: N4JWG25LPFKH · pith_short_16: N4JWG25LPFKHTOZ5 · pith_short_8: N4JWG25L

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/N4JWG25LPFKHTOZ5YYYCSDFY75 \
  | 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: 6f13636bab795479bb3dc630290cb8ff6b527bdff4560e2d692df0e2a3af2be7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4c4647eccd47bd7b1a60d6841a8a06b24c88abc3c291cee7cbe8aa4c90a7def5",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-25T23:52:28Z",
    "title_canon_sha256": "61a615a9b79bffc056234202d146b9846602db001bda84578f3c9cb583a0555f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.20011",
    "kind": "arxiv",
    "version": 1
  }
}