Pith Number

pith:GR4O4KEU

pith:2026:GR4O4KEUJL5WOQZFQ4WFX2233D

not attested not anchored not stored refs pending

Heterogeneity-Aware Microscaling for Efficient Low-Bit LLM Inference

Ben Laurie, Dennis Sylvester, Gregory Kielian, Hongyi Wu, Junyi Luo, Mehdi Saligane, Minxing Chu, Qirui Zhang, Quan Cheng, Ruichen Qi, Tai-Hao Wen, Xinting Jiang

arxiv:2608.03867 v1 · 2026-08-04 · cs.AR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GR4O4KEUJL5WOQZFQ4WFX2233D}

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	2026-08-05T01:37:16.958894Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3478ee28944afb674325872c5beb5bd8cbfc792fb8b4fef698ac66338345063f

Aliases

arxiv: 2608.03867 · arxiv_version: 2608.03867v1 · doi: 10.48550/arxiv.2608.03867 · pith_short_12: GR4O4KEUJL5W · pith_short_16: GR4O4KEUJL5WOQZF · pith_short_8: GR4O4KEU

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/GR4O4KEUJL5WOQZFQ4WFX2233D \
  | 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: 3478ee28944afb674325872c5beb5bd8cbfc792fb8b4fef698ac66338345063f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d0e0d9a6452439ab22308f498dce2cf35b56493beb583c380b075835406ad374",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AR",
    "submitted_at": "2026-08-04T16:08:20Z",
    "title_canon_sha256": "0df129d4c67c767ff4ae363aa29f3b579b8abae0c164e3cb8daa0f157bdb5440"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.03867",
    "kind": "arxiv",
    "version": 1
  }
}