Pith Number

pith:2VZ6H47A

pith:2024:2VZ6H47AZEF4BAG52HKOLPWPCM

not attested not anchored not stored refs pending

GPTQT: Quantize Large Language Models Twice to Push the Efficiency

Qinyuan Ren, Yilin Lang, Yipin Guo

arxiv:2407.02891 v1 · 2024-07-03 · cs.LG · cs.AI · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2VZ6H47AZEF4BAG52HKOLPWPCM}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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	2026-07-05T08:39:43.164907Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d573e3f3e0c90bc080ddd1d4e5becf132c039cab3ec37c64f938e3691076264f

Aliases

arxiv: 2407.02891 · arxiv_version: 2407.02891v1 · doi: 10.48550/arxiv.2407.02891 · pith_short_12: 2VZ6H47AZEF4 · pith_short_16: 2VZ6H47AZEF4BAG5 · pith_short_8: 2VZ6H47A

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/2VZ6H47AZEF4BAG52HKOLPWPCM \
  | 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: d573e3f3e0c90bc080ddd1d4e5becf132c039cab3ec37c64f938e3691076264f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "367b94cf145d0cc374df32e49038faf90eeee9ec4a6e8a6204e7290a9367002a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-03T08:08:01Z",
    "title_canon_sha256": "28234eeed24f03136ccaa53789941f26f531eecb4c9045b84aec33921041099e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.02891",
    "kind": "arxiv",
    "version": 1
  }
}