Pith. sign in
Pith Number

pith:QSMJBTON

pith:2024:QSMJBTON7HYSTF5FNUCYM4HMX7
not attested not anchored not stored refs pending

Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning

Fuli Feng, Jianxin Ma, Junyang Lin, Yang Zhang, Zhenru Zhang, Ziang Ye

arxiv:2412.14780 v1 · 2024-12-19 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{QSMJBTON7HYSTF5FNUCYM4HMX7}

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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.
Receipt and verification
First computed 2026-07-05T09:51:52.704421Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

849890cdcdf9f12997a56d058670ecbfd5930fbc9e64cf9cfee3aa5bc4dcd078

Aliases

arxiv: 2412.14780 · arxiv_version: 2412.14780v1 · doi: 10.48550/arxiv.2412.14780 · pith_short_12: QSMJBTON7HYS · pith_short_16: QSMJBTON7HYSTF5F · pith_short_8: QSMJBTON
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/QSMJBTON7HYSTF5FNUCYM4HMX7 \
  | 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: 849890cdcdf9f12997a56d058670ecbfd5930fbc9e64cf9cfee3aa5bc4dcd078
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "7e06c6b02da3612d29ec6e8f1d9b844fc7d193648d1bae1153c6b1e7c331e990",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-19T12:06:24Z",
    "title_canon_sha256": "4b45a0a6b940e9cd1c9701a70d402bc31d2503c5064054cc3b433b1069da6fdc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.14780",
    "kind": "arxiv",
    "version": 1
  }
}