Pith Number

pith:C33J3F5H

pith:2022:C33J3F5HBF7H245BXBEKGCZT6F

not attested not anchored not stored refs pending

AlexaTM 20B: Few-Shot Learning Using a Large-Scale Multilingual Seq2Seq Model

Andy Rosenbaum, Anna Rumshisky, Apurv Verma, Chandana Satya Prakash, Charith Peris, Fabian Triefenbach, Gokhan Tur, Haidar Khan, Jack FitzGerald, Mukund Sridhar, Prem Natarajan, Rahul Gupta, Saleh Soltan, Shankar Ananthakrishnan, Stephen Rawls, Wael Hamza

arxiv:2208.01448 v2 · 2022-08-02 · cs.CL · 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{C33J3F5HBF7H245BXBEKGCZT6F}

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

8 papers in Pith

A Comprehensive Overview of Large Language Models

CodeT5+: Open Code Large Language Models for Code Understanding and Generation

Scaling Data-Constrained Language Models

BloombergGPT: A Large Language Model for Finance

BLOOM: A 176B-Parameter Open-Access Multilingual Language Model

Receipt and verification

First computed	2026-07-05T04:45:50.155345Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

16f69d97a7097e7d73a1b848a30b33f15a71b8c36073247a7bd9df306b4828d5

Aliases

arxiv: 2208.01448 · arxiv_version: 2208.01448v2 · doi: 10.48550/arxiv.2208.01448 · pith_short_12: C33J3F5HBF7H · pith_short_16: C33J3F5HBF7H245B · pith_short_8: C33J3F5H

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/C33J3F5HBF7H245BXBEKGCZT6F \
  | 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: 16f69d97a7097e7d73a1b848a30b33f15a71b8c36073247a7bd9df306b4828d5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fdbebea2e8a9da3694361e9700d167b6f9990ef055957ed0eb1188b11b7b7837",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-08-02T13:30:07Z",
    "title_canon_sha256": "cee22d25dc272bafa84952745bf7b8cc6e93d1f305a6e364291d302ce5d3e6b1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.01448",
    "kind": "arxiv",
    "version": 2
  }
}