Pith Number

pith:KLFC6GJZ

pith:2024:KLFC6GJZDNX4SWZCUSCQFK7MKK

not attested not anchored not stored refs pending

Small Language Models: Survey, Measurements, and Insights

Dongqi Cai, Fangming Liu, Mengwei Xu, Nicholas D. Lane, Rongjie Yi, Xiang Li, Xiwen Zhang, Zhenyan Lu

arxiv:2409.15790 v3 · 2024-09-24 · cs.CL · cs.AI · 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{KLFC6GJZDNX4SWZCUSCQFK7MKK}

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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

13 papers in Pith

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Does Mixture-of-Experts Actually Help Inference on Consumer and Edge Hardware? An Empirical Study

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

Benchmarking EngGPT2-16B-A3B against Comparable Italian and International Open-source LLMs

Small Language Models are the Future of Agentic AI

Receipt and verification

First computed	2026-07-05T10:20:15.514760Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

52ca2f19391b6fc95b22a48502abec529b1fa848e0ddde5150e08fe2e7b1c4c2

Aliases

arxiv: 2409.15790 · arxiv_version: 2409.15790v3 · doi: 10.48550/arxiv.2409.15790 · pith_short_12: KLFC6GJZDNX4 · pith_short_16: KLFC6GJZDNX4SWZC · pith_short_8: KLFC6GJZ

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/KLFC6GJZDNX4SWZCUSCQFK7MKK \
  | 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: 52ca2f19391b6fc95b22a48502abec529b1fa848e0ddde5150e08fe2e7b1c4c2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0c184f72e9bd6fd802c9c384b6cafbe29173bef24c8c30ad9a8d99164f5ba491",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-09-24T06:36:56Z",
    "title_canon_sha256": "41862e2cf589384cc855e45f0bbe6e778cc1bb7985094b21279644535e412b4c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.15790",
    "kind": "arxiv",
    "version": 3
  }
}