Pith Number

pith:CYNQ52GF

pith:2025:CYNQ52GFDMSOUDCR2YZT53USGC

not attested not anchored not stored refs pending

Aggregating empirical evidence from data strategy studies: a case on model quantization

Guilherme Horta Travassos, Paulo S\'ergio Medeiros dos Santos, Santiago del Rey, Silverio Mart\'inez-Fern\'andez, Xavier Franch

arxiv:2505.00816 v1 · 2025-05-01 · cs.SE · cs.LG

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\usepackage{pith}
\pithnumber{CYNQ52GFDMSOUDCR2YZT53USGC}

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Record completeness

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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

K-Quantization and its Impact on Output Performance

Receipt and verification

First computed	2026-07-05T10:57:39.578585Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

161b0ee8c51b24ea0c51d6333eee92309a55e7ce70aa7083861dfdbdadd4e90f

Aliases

arxiv: 2505.00816 · arxiv_version: 2505.00816v1 · doi: 10.48550/arxiv.2505.00816 · pith_short_12: CYNQ52GFDMSO · pith_short_16: CYNQ52GFDMSOUDCR · pith_short_8: CYNQ52GF

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/CYNQ52GFDMSOUDCR2YZT53USGC \
  | 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: 161b0ee8c51b24ea0c51d6333eee92309a55e7ce70aa7083861dfdbdadd4e90f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e2fe88ed3247da2033929fa5272ff95bf463f3bbf9184a06980afa2eeea59714",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-05-01T19:18:35Z",
    "title_canon_sha256": "1d46e38350ac78b9f38a479589bb7bdaade140e957b66cca6c7eeb95015a68a1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.00816",
    "kind": "arxiv",
    "version": 1
  }
}