Pith Number

pith:CZD33ZP2

pith:2024:CZD33ZP2TJRAQSRSPZHK35Q5QG

not attested not anchored not stored refs pending

Transformer-Lite: High-efficiency Deployment of Large Language Models on Mobile Phone GPUs

Jie Lu, Luchang Li, Lunxi Yuan, Qin Xie, Rui Wang, Sheng Qian

arxiv:2403.20041 v3 · 2024-03-29 · 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{CZD33ZP2TJRAQSRSPZHK35Q5QG}

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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

1 paper in Pith

EdgeFlow: Fast Cold Starts for LLMs on Mobile Devices

Receipt and verification

First computed	2026-07-05T08:40:15.754195Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1647bde5fa9a62084a327e4eadf61d81826c1005a43e5a677f4b297c6815f741

Aliases

arxiv: 2403.20041 · arxiv_version: 2403.20041v3 · doi: 10.48550/arxiv.2403.20041 · pith_short_12: CZD33ZP2TJRA · pith_short_16: CZD33ZP2TJRAQSRS · pith_short_8: CZD33ZP2

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/CZD33ZP2TJRAQSRSPZHK35Q5QG \
  | 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: 1647bde5fa9a62084a327e4eadf61d81826c1005a43e5a677f4b297c6815f741

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5d22ed8a55fc8bcb1a0ed7835b1074f87284cd6ded98969d8ea9c364dc711838",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-03-29T08:26:53Z",
    "title_canon_sha256": "21fc1579d9debc444d64e1ed4b7943ad923bbd6db07090b06db83d9c994620ef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.20041",
    "kind": "arxiv",
    "version": 3
  }
}