Pith Number

pith:I3OC3PME

pith:2024:I3OC3PME3KZDIMB7PB725N65PV

not attested not anchored not stored refs pending

Faster and Lighter LLMs: A Survey on Current Challenges and Way Forward

Arnav Chavan, Deepak Gupta, M\'erouane Debbah, Raghav Magazine, Shubham Kushwaha

arxiv:2402.01799 v2 · 2024-02-02 · 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{I3OC3PME3KZDIMB7PB725N65PV}

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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

2 papers in Pith

PowLU: An Activation Function for Stable Pre-Training of LLMs

From Cool Demos to Production-Ready FMware: Core Challenges and a Technology Roadmap

Receipt and verification

First computed	2026-07-05T08:11:23.280751Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

46dc2dbd84dab234303f787faeb7dd7d697fa37536c69a0fa66d965c16025b16

Aliases

arxiv: 2402.01799 · arxiv_version: 2402.01799v2 · doi: 10.48550/arxiv.2402.01799 · pith_short_12: I3OC3PME3KZD · pith_short_16: I3OC3PME3KZDIMB7 · pith_short_8: I3OC3PME

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/I3OC3PME3KZDIMB7PB725N65PV \
  | 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: 46dc2dbd84dab234303f787faeb7dd7d697fa37536c69a0fa66d965c16025b16

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d49c0cd5892de1a3b987ea2e7bccd30fb8a39f59c312d8043a4ae7017116f9af",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-02T06:29:34Z",
    "title_canon_sha256": "b6d80a789bd9f4f039b235dc65aa5164f1f11525a269054a22adc927492b4493"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.01799",
    "kind": "arxiv",
    "version": 2
  }
}