Pith Number

pith:3WG7IE5V

pith:2023:3WG7IE5VZA3MUJ53FVL6IDR25W

not attested not anchored not stored refs pending

Stable and low-precision training for large-scale vision-language models

Ali Farhadi, Ari Morcos, Ludwig Schmidt, Luke Zettlemoyer, Mitchell Wortsman, Tim Dettmers

arxiv:2304.13013 v2 · 2023-04-25 · cs.LG · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3WG7IE5VZA3MUJ53FVL6IDR25W}

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

3 papers in Pith

KliniskVestBERT: BERT Model Specialised to Norwegian Clinical Texts

Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

QLoRA: Efficient Finetuning of Quantized LLMs

Receipt and verification

First computed	2026-07-05T07:01:24.853197Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dd8df413b5c836ca27bb2d57e40e3aed990da8e188a4f4537237c625692d8437

Aliases

arxiv: 2304.13013 · arxiv_version: 2304.13013v2 · doi: 10.48550/arxiv.2304.13013 · pith_short_12: 3WG7IE5VZA3M · pith_short_16: 3WG7IE5VZA3MUJ53 · pith_short_8: 3WG7IE5V

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/3WG7IE5VZA3MUJ53FVL6IDR25W \
  | 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: dd8df413b5c836ca27bb2d57e40e3aed990da8e188a4f4537237c625692d8437

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bda3cc3638a98cb1c22820980049919f83b31511d44e9c7ce019fd18cb29b900",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-04-25T17:38:18Z",
    "title_canon_sha256": "678eba0c7902afe78948641a84617562144337a541abecc6ff5c134f7c853d46"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.13013",
    "kind": "arxiv",
    "version": 2
  }
}