Pith Number

pith:BYVSFC2H

pith:2021:BYVSFC2HE2GF657WMRHVRIZOGH

not attested not anchored not stored refs pending

Softermax: Hardware/Software Co-Design of an Efficient Softmax for Transformers

Anand Raghunathan, Brucek Khailany, Jacob R. Stevens, Rangharajan Venkatesan, Steve Dai

arxiv:2103.09301 v1 · 2021-03-16 · cs.AR

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BYVSFC2HE2GF657WMRHVRIZOGH}

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

1 paper in Pith

SpeLLM: Character-Level Multi-Head Decoding

Receipt and verification

First computed	2026-07-05T02:24:02.504243Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0e2b228b47268c5f77f6644f58a32e31cacbbf1bac125ae5af4ea682fdf13a98

Aliases

arxiv: 2103.09301 · arxiv_version: 2103.09301v1 · doi: 10.48550/arxiv.2103.09301 · pith_short_12: BYVSFC2HE2GF · pith_short_16: BYVSFC2HE2GF657W · pith_short_8: BYVSFC2H

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/BYVSFC2HE2GF657WMRHVRIZOGH \
  | 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: 0e2b228b47268c5f77f6644f58a32e31cacbbf1bac125ae5af4ea682fdf13a98

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cbfaf2c2caac02824a63bc731bcac5ec148dec084aff0f44e94bcc750ad4d47d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.AR",
    "submitted_at": "2021-03-16T20:04:09Z",
    "title_canon_sha256": "1ade5b293b6539e2a0e9e5170009775281b38d1b9d72b9f21e2cc875fd1350b1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.09301",
    "kind": "arxiv",
    "version": 1
  }
}