Pith Number

pith:GBDSNRGL

pith:2024:GBDSNRGLUP4E3JF7SHXVTUGFHM

not attested not anchored not stored refs pending

YODA: Teacher-Student Progressive Learning for Language Models

Baojun Wang, Fei Mi, Jianqiao Lu, Lifeng Shang, Qi Zhu, Qun Liu, Wanjun Zhong, Wenyong Huang, Xin Jiang, Yanlin Wang, Yasheng Wang, Yufei Wang, Zhijiang Guo

arxiv:2401.15670 v1 · 2024-01-28 · cs.CL · cs.AI · cs.LG

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\usepackage{pith}
\pithnumber{GBDSNRGLUP4E3JF7SHXVTUGFHM}

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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

Dynamic Skill Adaptation for Large Language Models

Receipt and verification

First computed	2026-07-05T07:38:38.261927Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

304726c4cba3f84da4bf91ef59d0c53b19fee609fe351a61cc9d88a3ecf70bf2

Aliases

arxiv: 2401.15670 · arxiv_version: 2401.15670v1 · doi: 10.48550/arxiv.2401.15670 · pith_short_12: GBDSNRGLUP4E · pith_short_16: GBDSNRGLUP4E3JF7 · pith_short_8: GBDSNRGL

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/GBDSNRGLUP4E3JF7SHXVTUGFHM \
  | 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: 304726c4cba3f84da4bf91ef59d0c53b19fee609fe351a61cc9d88a3ecf70bf2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "271680492e2c8913ce5de976f7b88c55a5f7d470d2a81c6432287419ff1538e1",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-01-28T14:32:15Z",
    "title_canon_sha256": "5979f4405ae72f0af1e57bef15328753027fc5e703a29a9f2f35f5ef4e3649d2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.15670",
    "kind": "arxiv",
    "version": 1
  }
}