Pith Number

pith:QXWAYTG6

pith:2025:QXWAYTG6OHE6L7RL3B3SXB5FIL

not attested not anchored not stored refs pending

ContentV: Efficient Training of Video Generation Models with Limited Compute

Boyuan Liu, Chao Feng, Jiangchuan Wei, Jiao Ran, Mingyu Guo, Qi Wu, Renjie Chen, Ruoyu Feng, Shiyue Yan, Wenfeng Lin, Yichen Zhang, Yimeng Zhou, Zuotao Liu

arxiv:2506.05343 v2 · 2025-06-05 · 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{QXWAYTG6OHE6L7RL3B3SXB5FIL}

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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

1 paper in Pith

Reward Forcing: Efficient Streaming Video Generation with Rewarded Distribution Matching Distillation

Receipt and verification

First computed	2026-07-05T11:19:53.527034Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

85ec0c4cde71c9e5fe2bd8772b87a542f08e5b94014e78d6fc344555e2ae3bd8

Aliases

arxiv: 2506.05343 · arxiv_version: 2506.05343v2 · doi: 10.48550/arxiv.2506.05343 · pith_short_12: QXWAYTG6OHE6 · pith_short_16: QXWAYTG6OHE6L7RL · pith_short_8: QXWAYTG6

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/QXWAYTG6OHE6L7RL3B3SXB5FIL \
  | 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: 85ec0c4cde71c9e5fe2bd8772b87a542f08e5b94014e78d6fc344555e2ae3bd8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2f2a09bfcdfef07d12e3d5736a8ec8780517c1da155928f08442a3b4bbaf7f21",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-06-05T17:59:54Z",
    "title_canon_sha256": "4cf7095ea190533ec16a71013708f841fb3dedfb654239e6c996185f01295d07"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.05343",
    "kind": "arxiv",
    "version": 2
  }
}