Pith. sign in
Pith Number

pith:WEGYYUGW

pith:2024:WEGYYUGWF36HN2YJZNNPNEASN7
not attested not anchored not stored refs pending

OutlierTune: Efficient Channel-Wise Quantization for Large Language Models

Haifeng Sun, Jianxin Liao, Jinguang Wang, Jingyu Wang, Qi Qi, Tingting Yang, Yuexi Yin, Zirui Zhuang

arxiv:2406.18832 v1 · 2024-06-27 · cs.CL

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\usepackage{pith}
\pithnumber{WEGYYUGWF36HN2YJZNNPNEASN7}

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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 2026-07-05T08:37:26.262897Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

b10d8c50d62efc76eb09cb5af690126fc0028f1262b1ab22828da631f2de76a0

Aliases

arxiv: 2406.18832 · arxiv_version: 2406.18832v1 · doi: 10.48550/arxiv.2406.18832 · pith_short_12: WEGYYUGWF36H · pith_short_16: WEGYYUGWF36HN2YJ · pith_short_8: WEGYYUGW
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/WEGYYUGWF36HN2YJZNNPNEASN7 \
  | 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: b10d8c50d62efc76eb09cb5af690126fc0028f1262b1ab22828da631f2de76a0
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "a1875b2e6c58d11fdac520316017e5fa57078d02bd59b704607f5dfe9cac45d1",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-27T02:02:26Z",
    "title_canon_sha256": "48915e4f58a8df2dfb71b18453cfed75a94c6834c3c3b22dd676fe42c13349c1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.18832",
    "kind": "arxiv",
    "version": 1
  }
}