Pith Number

pith:RZS6LB5V

pith:2025:RZS6LB5VPEFTSDARPZGZQXJYJF

not attested not anchored not stored refs pending

SOAEsV2-7B/72B: Full-Pipeline Optimization for State-Owned Enterprise LLMs via Continual Pre-Training, Domain-Progressive SFT and Distillation-Enhanced Speculative Decoding

Jingyang Deng, Jinwen Ma, Jo-Ku Cheng, Ran Chen

arxiv:2505.04723 v1 · 2025-05-07 · 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{RZS6LB5VPEFTSDARPZGZQXJYJF}

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	2026-07-05T11:00:12.706233Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8e65e587b5790b390c117e4d985d38496943fd618784db47e1b5e486a590d924

Aliases

arxiv: 2505.04723 · arxiv_version: 2505.04723v1 · doi: 10.48550/arxiv.2505.04723 · pith_short_12: RZS6LB5VPEFT · pith_short_16: RZS6LB5VPEFTSDAR · pith_short_8: RZS6LB5V

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/RZS6LB5VPEFTSDARPZGZQXJYJF \
  | 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: 8e65e587b5790b390c117e4d985d38496943fd618784db47e1b5e486a590d924

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9350abb51b6b4f813dcb541e8b23466f831c114432dd57d6ffeb33f128a3869b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-07T18:21:47Z",
    "title_canon_sha256": "6c3ec579fa9bf5f54ff2b862399f79bfde1107dd7b25db5c59216667a3331ec5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.04723",
    "kind": "arxiv",
    "version": 1
  }
}