pith. machine review for the scientific record. sign in
Pith Number

pith:42FNTVNG

pith:2022:42FNTVNGRGPDPGCLDZRLBGDJOZ
not attested not anchored not stored refs pending

Efficient Training of Language Models to Fill in the Middle

Christine McLeavey, Heewoo Jun, Jerry Tworek, John Schulman, Mark Chen, Mohammad Bavarian, Nikolas Tezak

arxiv:2207.14255 v1 · 2022-07-28 · cs.CL

Record completeness

1 Bitcoin timestamp
2 Internet Archive
3 Author claim open · sign in to claim
4 Citations open
5 Replications open

Cited by

21 papers in Pith

Receipt and verification
First computed2026-05-18T00:35:37.704002Z
Builderpith-number-builder-2026-05-17-v1
SignaturePith Ed25519 (pith-v1-2026-05) · public key
Schemapith-number/v1.0

Canonical hash

e68ad9d5a6899e37984b1e62b098697672f8bfa48de329b4fb0bf6ca0b714960

Aliases

arxiv: 2207.14255 · arxiv_version: 2207.14255v1 · doi: 10.48550/arxiv.2207.14255 · pith_short_12: 42FNTVNGRGPD · pith_short_16: 42FNTVNGRGPDPGCL · pith_short_8: 42FNTVNG
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/42FNTVNGRGPDPGCLDZRLBGDJOZ \
  | 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: e68ad9d5a6899e37984b1e62b098697672f8bfa48de329b4fb0bf6ca0b714960
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "5c730c8b906cbb6fa41ef63a66f39d68103c6ce78288ef7e6e78d63b08517e89",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-07-28T17:40:47Z",
    "title_canon_sha256": "e3f17dec2398ee2bed0424c1881217774b214a1303ffa79fbf895246d41b0e20"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.14255",
    "kind": "arxiv",
    "version": 1
  }
}