Pith Number

pith:2A3QF3NH

pith:2025:2A3QF3NHBDCONEEX26FEPIPCBK

not attested not anchored not stored refs pending

Small Language Models (SLMs) Can Still Pack a Punch: A survey (updated 2026)

Akanksha Gupta, Bijo Thomas, Harshita Asnani, Mecit Gungor, Phanindra Reddy Madduru, Samia Feroze, Shreyas Subramanian, Vikram Elango

arxiv:2501.05465 v2 · 2025-01-03 · cs.CL

Open paper page JSON Open Graph Bundle Merged state What is a Pith Number?

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

ShadowNPU: System and Algorithm Co-design for NPU-Centric On-Device LLM Inference

Small Language Models are the Future of Agentic AI

SLM Finetuning for Natural Language to Domain Specific Code Generation in Production

Receipt and verification

First computed	2026-05-17T23:39:01.588562Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d03702eda708c4e69097d78a47a1e20a8927a73ccf77bb08ac4cff548c69aded

Aliases

arxiv: 2501.05465 · arxiv_version: 2501.05465v2 · doi: 10.48550/arxiv.2501.05465 · pith_short_12: 2A3QF3NHBDCO · pith_short_16: 2A3QF3NHBDCONEEX · pith_short_8: 2A3QF3NH

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/2A3QF3NHBDCONEEX26FEPIPCBK \
  | 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: d03702eda708c4e69097d78a47a1e20a8927a73ccf77bb08ac4cff548c69aded

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "918c52694deede52cfcae2e3201f3545da0a2deeb17231d7abdffdc305e69a74",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-01-03T19:53:57Z",
    "title_canon_sha256": "e939eba45f29da65adcb9359a2797fb483a2e01c268cc954bad1a92894e9e14d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.05465",
    "kind": "arxiv",
    "version": 2
  }
}