Pith Number

pith:M6FSUGMQ

pith:2026:M6FSUGMQHIG5V67XK34WTH2N6R

not attested not anchored not stored refs pending

KDFlow: A User-Friendly and Efficient Knowledge Distillation Framework for Large Language Models

Bojie Hu, Jinan Xu, Songming Zhang, Tong Zhang, Xue Zhang, Yufeng Chen

arxiv:2603.01875 v3 · 2026-03-02 · cs.CL · 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{M6FSUGMQHIG5V67XK34WTH2N6R}

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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

3 papers in Pith

AsyncOPD: How Stale Can On-Policy Distillation Be?

SimCT: Recovering Lost Supervision for Cross-Tokenizer On-Policy Distillation

Receipt and verification

First computed	2026-07-20T01:18:28.268847Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

678b2a19903a0ddafbf756f9699f4df478254f2fb96f90e5713fc13119724e1d

Aliases

arxiv: 2603.01875 · arxiv_version: 2603.01875v3 · doi: 10.48550/arxiv.2603.01875 · pith_short_12: M6FSUGMQHIG5 · pith_short_16: M6FSUGMQHIG5V67X · pith_short_8: M6FSUGMQ

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/M6FSUGMQHIG5V67XK34WTH2N6R \
  | 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: 678b2a19903a0ddafbf756f9699f4df478254f2fb96f90e5713fc13119724e1d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "48a65437ce1a10b5ce0839c41659eec05de930e074b8f89dbb2cb11f64f14b41",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-03-02T13:54:19Z",
    "title_canon_sha256": "d34a7b8076c128e9b679da84002d88a896fe5cc4908fc4f0063131caff575731"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2603.01875",
    "kind": "arxiv",
    "version": 3
  }
}