Pith Number

pith:5NVHYJPD

pith:2024:5NVHYJPDESLHIMVTOVOEPF7ONK

not attested not anchored not stored refs pending

GFormer: Accelerating Large Language Models with Optimized Transformers on Gaudi Processors

Baixi Sun, Chengming Zhang, Dingwen Tao, Weijian Zheng, Xiaodong Yu, Xinheng Ding, Zhen Xie

arxiv:2412.19829 v1 · 2024-12-19 · cs.AR · 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{5NVHYJPDESLHIMVTOVOEPF7ONK}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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	2026-07-05T09:54:50.084783Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eb6a7c25e324967432b3755c4797ee6a9cd858765c5569e59c509651cbcd8724

Aliases

arxiv: 2412.19829 · arxiv_version: 2412.19829v1 · doi: 10.48550/arxiv.2412.19829 · pith_short_12: 5NVHYJPDESLH · pith_short_16: 5NVHYJPDESLHIMVT · pith_short_8: 5NVHYJPD

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/5NVHYJPDESLHIMVTOVOEPF7ONK \
  | 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: eb6a7c25e324967432b3755c4797ee6a9cd858765c5569e59c509651cbcd8724

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "35e3e7fbd317462eea06b82fbdf5c4e48040f1a7f1738f0c7cc0574cc8af4913",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AR",
    "submitted_at": "2024-12-19T14:50:11Z",
    "title_canon_sha256": "4f9883a42a6feec3df00c858c9b9bad0b8d505ba171890d89be02d740cd09166"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.19829",
    "kind": "arxiv",
    "version": 1
  }
}