Pith. sign in
Pith Number

pith:PTDAMWO7

pith:2023:PTDAMWO7NKUHV7QTA2ZGMPFUAX
not attested not anchored not stored refs pending

Greener yet Powerful: Taming Large Code Generation Models with Quantization

Baishakhi Ray, Ben Athiwaratkun, Bing Xiang, Haifeng Qian, Mingyue Shang, Murali Krishna Ramanathan, Parminder Bhatia, Qing Sun, Shiqi Wang, Sujan Gonugondla, Varun Kumar, Wasi Ahmad, Xiaokai Wei, Xiaopeng Li, Yuchen Tian, Zijian Wang

arxiv:2303.05378 v1 · 2023-03-09 · cs.LG · cs.SE

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{PTDAMWO7NKUHV7QTA2ZGMPFUAX}

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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 2026-07-05T05:49:40.114851Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

7cc60659df6aa87afe1306b2663cb405dcbfc20f31b1e719c4b7031b3868db66

Aliases

arxiv: 2303.05378 · arxiv_version: 2303.05378v1 · doi: 10.48550/arxiv.2303.05378 · pith_short_12: PTDAMWO7NKUH · pith_short_16: PTDAMWO7NKUHV7QT · pith_short_8: PTDAMWO7
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/PTDAMWO7NKUHV7QTA2ZGMPFUAX \
  | 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: 7cc60659df6aa87afe1306b2663cb405dcbfc20f31b1e719c4b7031b3868db66
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "05b3ab48332b42aababee112a03e83a0118cfd197b95db4dc3a01ee312adfffd",
    "cross_cats_sorted": [
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-03-09T16:25:51Z",
    "title_canon_sha256": "f8b80eb663e18e7765ae8cb8e7631e962ad2b014d552118fdca65e7719697f37"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.05378",
    "kind": "arxiv",
    "version": 1
  }
}