Pith Number

pith:RN3LZOA5

pith:2021:RN3LZOA54TS4CNIPLLU6YKGLWH

not attested not anchored not stored refs pending

Do Transformer Modifications Transfer Across Implementations and Applications?

Adam Roberts, Colin Raffel, Hyung Won Chung, Jake Marcus, Karishma Malkan, Michael Matena, Nan Ding, Noah Fiedel, Noam Shazeer, Sharan Narang, Thibault Fevry, Wei Li, William Fedus, Yanqi Zhou, Yi Tay, Zhenzhong Lan

arxiv:2102.11972 v2 · 2021-02-23 · cs.LG · 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{RN3LZOA54TS4CNIPLLU6YKGLWH}

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.

Cited by

4 papers in Pith

CraftGraffiti: Exploring Human Identity with Custom Graffiti Art via Facial-Preserving Diffusion Models

ST-MoE: Designing Stable and Transferable Sparse Expert Models

Ring Attention with Blockwise Transformers for Near-Infinite Context

When Does Removing LayerNorm Help? Activation Bounding as a Regime-Dependent Implicit Regularizer

Receipt and verification

First computed	2026-07-05T03:13:25.401597Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8b76bcb81de4e5c1350f5ae9ec28cbb1e400ede757502a32d4303913cf402147

Aliases

arxiv: 2102.11972 · arxiv_version: 2102.11972v2 · doi: 10.48550/arxiv.2102.11972 · pith_short_12: RN3LZOA54TS4 · pith_short_16: RN3LZOA54TS4CNIP · pith_short_8: RN3LZOA5

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/RN3LZOA54TS4CNIPLLU6YKGLWH \
  | 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: 8b76bcb81de4e5c1350f5ae9ec28cbb1e400ede757502a32d4303913cf402147

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "39df53dee6b79f9669a4e5bb17e8b141df414f139d29a7c6cc0077c3132b087d",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-02-23T22:44:54Z",
    "title_canon_sha256": "98c867cc6efa4556e6642ca76b1e4c7dd84d200d5ed952ee107d8131fcab3c87"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2102.11972",
    "kind": "arxiv",
    "version": 2
  }
}