Pith Number

pith:3Z6ZFPYJ

pith:2023:3Z6ZFPYJIGTZL23JGJIZYXC6DR

not attested not anchored not stored refs pending

On-Policy Distillation of Language Models: Learning from Self-Generated Mistakes

Matthieu Geist, Nino Vieillard, Olivier Bachem, Piotr Stanczyk, Rishabh Agarwal, Sabela Ramos, Yongchao Zhou

arxiv:2306.13649 v3 · 2023-06-23 · cs.LG · cs.AI · 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{3Z6ZFPYJIGTZL23JGJIZYXC6DR}

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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

36 papers in Pith

When Top-K Misses the Decision: Tool-Call Drift in Multi-Teacher On-Policy Distillation

TurnOPD: Making On-Policy Distillation Turn-Aware for Efficient Long-Horizon Agent Training

TREK: Distill to Explore, Reinforce to Refine

Weak-to-Strong Generalization via Direct On-Policy Distillation

V-Zero: Answer-Label-Free On-Policy Distillation with Contrastive Evidence Gating for Fine-Grained Visual Reasoning

Receipt and verification

First computed	2026-07-05T07:34:15.598455Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

de7d92bf0941a795eb6932519c5c5e1c5d1e0d359bdb17e8871a4d3f559c3fb6

Aliases

arxiv: 2306.13649 · arxiv_version: 2306.13649v3 · doi: 10.48550/arxiv.2306.13649 · pith_short_12: 3Z6ZFPYJIGTZ · pith_short_16: 3Z6ZFPYJIGTZL23J · pith_short_8: 3Z6ZFPYJ

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/3Z6ZFPYJIGTZL23JGJIZYXC6DR \
  | 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: de7d92bf0941a795eb6932519c5c5e1c5d1e0d359bdb17e8871a4d3f559c3fb6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "389ee6658f57e9b1a62394a4d26a57ea927da59024257f05bf61fe567e9be085",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-23T17:56:26Z",
    "title_canon_sha256": "a1e839e0ebb01d6ed89cbf56a10842de6baaa7a05209b87ef5f411622e0fe35d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.13649",
    "kind": "arxiv",
    "version": 3
  }
}