Pith Number

pith:3Z4OLEVJ

pith:2024:3Z4OLEVJ6TB4273MNTN55RAFTT

not attested not anchored not stored refs pending

"Give Me BF16 or Give Me Death"? Accuracy-Performance Trade-Offs in LLM Quantization

Alexandre Marques, Dan Alistarh, Eldar Kurtic, Mark Kurtz, Shubhra Pandit

arxiv:2411.02355 v4 · 2024-11-04 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3Z4OLEVJ6TB4273MNTN55RAFTT}

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.

Cited by

2 papers in Pith

The Geometry of LLM Quantization: GPTQ as Babai's Nearest Plane Algorithm

Reliable Evaluation Protocol for Low-Precision Retrieval

Receipt and verification

First computed	2026-05-27T01:05:32.777051Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

de78e592a9f4c3cd7f6c6cdbdec4059cf418972be16ab02f91b5ee58106d08eb

Aliases

arxiv: 2411.02355 · arxiv_version: 2411.02355v4 · doi: 10.48550/arxiv.2411.02355 · pith_short_12: 3Z4OLEVJ6TB4 · pith_short_16: 3Z4OLEVJ6TB4273M · pith_short_8: 3Z4OLEVJ

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/3Z4OLEVJ6TB4273MNTN55RAFTT \
  | 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: de78e592a9f4c3cd7f6c6cdbdec4059cf418972be16ab02f91b5ee58106d08eb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1941cb9a60744b3650d8b0ee431fd4bd53d466100acd5905bad772a74319a536",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-04T18:21:59Z",
    "title_canon_sha256": "7bd39450a6afb31213afb6b0c7309c713220e53a7124fd9bc80637df5896851a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.02355",
    "kind": "arxiv",
    "version": 4
  }
}