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Pith Number

pith:DZ7PMTNA

pith:2023:DZ7PMTNAIR7C6DKS3JMGN5JGMR
not attested not anchored not stored refs pending

Improved Techniques for Training Consistency Models

Prafulla Dhariwal, Yang Song

arxiv:2310.14189 v1 · 2023-10-22 · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{DZ7PMTNAIR7C6DKS3JMGN5JGMR}

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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

26 papers in Pith

Receipt and verification
First computed 2026-05-21T04:58:47.939769Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

1e7ef64da0447e2f0d52da5866f52664647a610c743df7c0168d92e2cd51d5d3

Aliases

arxiv: 2310.14189 · arxiv_version: 2310.14189v1 · doi: 10.48550/arxiv.2310.14189 · pith_short_12: DZ7PMTNAIR7C · pith_short_16: DZ7PMTNAIR7C6DKS · pith_short_8: DZ7PMTNA
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/DZ7PMTNAIR7C6DKS3JMGN5JGMR \
  | 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: 1e7ef64da0447e2f0d52da5866f52664647a610c743df7c0168d92e2cd51d5d3
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "c0c4eebbeba9f71bbbd2ddc91fe2f507bd630888844dc777a0b1187c3d2802a3",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-22T05:33:38Z",
    "title_canon_sha256": "44e3a7d6224fa956d692ca60c104a827e35d4b966aa243f2cdbfb087c2522e63"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.14189",
    "kind": "arxiv",
    "version": 1
  }
}