Pith Number

pith:SP4RYAHM

pith:2026:SP4RYAHMXWPN524JKDXREDGUNE

not attested not anchored not stored refs pending

ParVL: Parallel Scaling and Expandable Compute Allocation for Multimodal LLMs

Hongjie Zhang, Lixin Gu, Mouxiang Chen, Qinyu Zhao, Wenhai Wang, Wenwei Zhang, Xiaohui Li, Yang Yang

arxiv:2608.04010 v1 · 2026-08-04 · cs.CV · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SP4RYAHMXWPN524JKDXREDGUNE}

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.

Receipt and verification

First computed	2026-08-05T01:37:41.681314Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

93f91c00ecbd9edeeb8950ef120cd4691b91f61b05d4d4b53693e05951a2a7b0

Aliases

arxiv: 2608.04010 · arxiv_version: 2608.04010v1 · doi: 10.48550/arxiv.2608.04010 · pith_short_12: SP4RYAHMXWPN · pith_short_16: SP4RYAHMXWPN524J · pith_short_8: SP4RYAHM

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/SP4RYAHMXWPN524JKDXREDGUNE \
  | 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: 93f91c00ecbd9edeeb8950ef120cd4691b91f61b05d4d4b53693e05951a2a7b0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "db88aa9c827d3cf1de5e225dcfe7082280c994addc370893b63c7df657cd309e",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-08-04T17:59:58Z",
    "title_canon_sha256": "e3973756c337879ec70313f66880c34d6e3fcaa04d61d29a39087ccf67baab9f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.04010",
    "kind": "arxiv",
    "version": 1
  }
}