Pith Number

pith:MG44DPSW

pith:2024:MG44DPSWKC6QW63CHRNA42TICS

not attested not anchored not stored refs pending

Iterative Length-Regularized Direct Preference Optimization: A Case Study on Improving 7B Language Models to GPT-4 Level

Chao Yang, Han-Sen Zhong, Jiaheng Liu, Jie Liu, Wanli Ouyang, Xingyuan Bu, Zhanhui Zhou

arxiv:2406.11817 v1 · 2024-06-17 · cs.CL · cs.AI · cs.LG

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\usepackage{pith}
\pithnumber{MG44DPSWKC6QW63CHRNA42TICS}

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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

WildFeedback: Aligning LLMs With In-situ User Interactions And Feedback

Receipt and verification

First computed	2026-07-05T08:32:58.274556Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

61b9c1be5650bd0b7b623c5a0e6a6814b10bdea2383059b792b2991a22b74a04

Aliases

arxiv: 2406.11817 · arxiv_version: 2406.11817v1 · doi: 10.48550/arxiv.2406.11817 · pith_short_12: MG44DPSWKC6Q · pith_short_16: MG44DPSWKC6QW63C · pith_short_8: MG44DPSW

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/MG44DPSWKC6QW63CHRNA42TICS \
  | 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: 61b9c1be5650bd0b7b623c5a0e6a6814b10bdea2383059b792b2991a22b74a04

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "425d36b99bbc2583586da7c8ac9e76b9eb52078c9c50553eb71ef37507f8b7e0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-17T17:55:38Z",
    "title_canon_sha256": "a19c83a05c24259876e835be918f2fe8c27f2da2dbe6cfa22eec141da697dc20"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.11817",
    "kind": "arxiv",
    "version": 1
  }
}