Pith Number

pith:WSEXPNFO

pith:2024:WSEXPNFONG6NJ5TZUMYQBY6XGZ

not attested not anchored not stored refs pending

7B Fully Open Source Moxin-LLM/VLM -- From Pretraining to GRPO-based Reinforcement Learning Enhancement

Arash Akbari, Changdi Yang, Enfu Nan, Lei Lu, Pu Zhao, Sung-En Chang, Timothy Rupprecht, Wei Jiang, Wei Wang, Weiyan Shi, Xingchen Xu, Xuan Shen, Yanzhi Wang, Yixin Shen, Yong He, Yue Chen, Yu Huang, Yumei He, Zhenglun Kong

arxiv:2412.06845 v6 · 2024-12-08 · cs.CL · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WSEXPNFONG6NJ5TZUMYQBY6XGZ}

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

2 papers in Pith

PhyWorld: Physics-Faithful World Model for Video Generation

Human Cognition in Machines: A Unified Perspective of World Models

Receipt and verification

First computed	2026-07-05T11:31:41.994388Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b48977b4ae69bcd4f679a33100e3d73647f9961a30462f744e466b4f97da950f

Aliases

arxiv: 2412.06845 · arxiv_version: 2412.06845v6 · doi: 10.48550/arxiv.2412.06845 · pith_short_12: WSEXPNFONG6N · pith_short_16: WSEXPNFONG6NJ5TZ · pith_short_8: WSEXPNFO

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/WSEXPNFONG6NJ5TZUMYQBY6XGZ \
  | 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: b48977b4ae69bcd4f679a33100e3d73647f9961a30462f744e466b4f97da950f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5dd16763f8a39a1506edd64b8307cdf2f2b2e4aa4480929c385a6602cfbcdde7",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-08T02:01:46Z",
    "title_canon_sha256": "96e03099636212ac0a81278a933e9457620c897f0ab90fa0d224fdc4b0fd9cdd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.06845",
    "kind": "arxiv",
    "version": 6
  }
}