Pith Number

pith:DKE6A2UF

pith:2024:DKE6A2UFSDPBG4F5A7DD63UUBJ

not attested not anchored not stored refs pending

EfQAT: An Efficient Framework for Quantization-Aware Training

Bram Verhoef, Evangelos Eleftheriou, Martino Dazzi, Saleh Ashkboos, Torsten Hoefler

arxiv:2411.11038 v1 · 2024-11-17 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DKE6A2UFSDPBG4F5A7DD63UUBJ}

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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.

Cited by

2 papers in Pith

GNMR: Runtime Stability Control for Low-Precision Large Language Model Training

The Thermodynamic Costs of Simple Linear Regression

Receipt and verification

First computed	2026-07-05T09:36:27.856399Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1a89e06a8590de1370bd07c63f6e940a5888417e1a0db4da0bc4da7a2a5c57ee

Aliases

arxiv: 2411.11038 · arxiv_version: 2411.11038v1 · doi: 10.48550/arxiv.2411.11038 · pith_short_12: DKE6A2UFSDPB · pith_short_16: DKE6A2UFSDPBG4F5 · pith_short_8: DKE6A2UF

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/DKE6A2UFSDPBG4F5A7DD63UUBJ \
  | 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: 1a89e06a8590de1370bd07c63f6e940a5888417e1a0db4da0bc4da7a2a5c57ee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "83cb53f2b41f1d3eb3d2ca2b73fdf8167662440c791e8de05e25fe0a5456f459",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-17T11:06:36Z",
    "title_canon_sha256": "9dfa64610e48fa4c9119172af2729ba8bae3e73f508613b91f53fbe5a6b5c64f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.11038",
    "kind": "arxiv",
    "version": 1
  }
}