Pith Number

pith:X4UIW47E

pith:2025:X4UIW47EFXBWYD5CAOB6GL2I5T

not attested not anchored not stored refs pending

The Breeze 2 Herd of Models: Traditional Chinese LLMs Based on Llama with Vision-Aware and Function-Calling Capabilities

Chia-Sheng Liu, Da-shan Shiu, MediaTek Research: Chan-Jan Hsu, Meng-Hsi Chen, Muxi Chen, Po-chun Hsu, Yi-Chang Chen

arxiv:2501.13921 v3 · 2025-01-23 · 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{X4UIW47EFXBWYD5CAOB6GL2I5T}

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

Automated IEP Generation from Traditional Chinese Parent-Teacher Interviews via Corpus-Grounded Feature Diffusion

ASPIRin: Action Space Projection for Interactivity-Optimized Reinforcement Learning in Full-Duplex Speech Language Models

Receipt and verification

First computed	2026-07-05T10:12:52.105177Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bf288b73e42dc36c0fa20383e32f48eceecd1c7b8053f1528cadc043ab8a33e6

Aliases

arxiv: 2501.13921 · arxiv_version: 2501.13921v3 · doi: 10.48550/arxiv.2501.13921 · pith_short_12: X4UIW47EFXBW · pith_short_16: X4UIW47EFXBWYD5C · pith_short_8: X4UIW47E

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/X4UIW47EFXBWYD5CAOB6GL2I5T \
  | 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: bf288b73e42dc36c0fa20383e32f48eceecd1c7b8053f1528cadc043ab8a33e6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "788c510158ade3a8b0891c53c967b4809ba7e18f5bb3e0a8059e5bc979694ed7",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-01-23T18:59:02Z",
    "title_canon_sha256": "b17d58bbb375e022b98d3b7ddafdfcaf5ff223917fb9ce529b7337f2a3e4fbe4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.13921",
    "kind": "arxiv",
    "version": 3
  }
}