Pith Number

pith:LJJW3ONI

pith:2025:LJJW3ONIV6LLTLWLOVBQR2LSZS

not attested not anchored not stored refs pending

Quantifying the Capability Boundary of DeepSeek Models: An Application-Driven Performance Analysis

Chaoyang Ma, Jiaojiao Zhao, Kaikai Zhao, Kai Wang, Meijuan An, Minjie Hua, Ning Wang, Peijun Yang, Qingliang Meng, Shiguo Lian, Wen Liu, Xuejiao Lei, Zhaoxiang Liu, Zhenhong Long, Zipeng Wang

arxiv:2502.11164 v5 · 2025-02-16 · 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{LJJW3ONIV6LLTLWLOVBQR2LSZS}

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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

Token-Operations-Oriented Inference Optimization Techniques for Large Models

Receipt and verification

First computed	2026-07-05T11:03:56.725507Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5a536db9a8af96b9aecb754308e972ccb5850456c75a5d50d0f501b46bb3d8e4

Aliases

arxiv: 2502.11164 · arxiv_version: 2502.11164v5 · doi: 10.48550/arxiv.2502.11164 · pith_short_12: LJJW3ONIV6LL · pith_short_16: LJJW3ONIV6LLTLWL · pith_short_8: LJJW3ONI

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/LJJW3ONIV6LLTLWLOVBQR2LSZS \
  | 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: 5a536db9a8af96b9aecb754308e972ccb5850456c75a5d50d0f501b46bb3d8e4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "85ef92635a060729303ce5e540f40f14a1e4b613f2ee80912104f446f7e8247f",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-02-16T15:29:58Z",
    "title_canon_sha256": "f403f1150404a41923f3837372852820c0f552afa5dac7923f966faa8009173f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.11164",
    "kind": "arxiv",
    "version": 5
  }
}