Pith Number

pith:FDPS6K3D

pith:2023:FDPS6K3DGR2XUR5PVCUYHUWPZW

not attested not anchored not stored refs pending

Boosting Inference Efficiency: Unleashing the Power of Parameter-Shared Pre-trained Language Models

Jie Zhou, Maosong Sun, Ruobing Xie, Weize Chen, Xiaoyue Xu, Xu Han, Yankai Lin, Zhiyuan Liu

arxiv:2310.12818 v1 · 2023-10-19 · 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{FDPS6K3DGR2XUR5PVCUYHUWPZW}

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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.

Receipt and verification

First computed	2026-07-05T07:02:43.088197Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

28df2f2b6334757a47afa8a983d2cfcdac10ec33caaedaf4c71fd5cd7b43c55a

Aliases

arxiv: 2310.12818 · arxiv_version: 2310.12818v1 · doi: 10.48550/arxiv.2310.12818 · pith_short_12: FDPS6K3DGR2X · pith_short_16: FDPS6K3DGR2XUR5P · pith_short_8: FDPS6K3D

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/FDPS6K3DGR2XUR5PVCUYHUWPZW \
  | 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: 28df2f2b6334757a47afa8a983d2cfcdac10ec33caaedaf4c71fd5cd7b43c55a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "29939cd9f6f8f17d4fc0f9de58d1bb25421e27859072414f538f31cd772e319c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-19T15:13:58Z",
    "title_canon_sha256": "ca6f8de8823faebfb7dc0791deb7044deb45373b74f9b7d8a92287f5f791739a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.12818",
    "kind": "arxiv",
    "version": 1
  }
}