Pith Number

pith:VL4S7YSV

pith:2024:VL4S7YSVX2MVVWQP6FQ7LDMQ2V

not attested not anchored not stored refs pending

AMXFP4: Taming Activation Outliers with Asymmetric Microscaling Floating-Point for 4-bit LLM Inference

Janghwan Lee, Jinseok Kim, Jinwook Oh, Jiwoong Park, Jungju Oh, Jungwook Choi, Yongjik Kim

arxiv:2411.09909 v2 · 2024-11-15 · 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{VL4S7YSVX2MVVWQP6FQ7LDMQ2V}

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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

1 paper in Pith

SharQ: Bridging Activation Sparsity and FP4 Quantization for LLM Inference

Receipt and verification

First computed	2026-07-05T11:12:22.224600Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aaf92fe255be995ada0ff161f58d90d57fee5eb05ae6a286d1d171f4c0ec7a65

Aliases

arxiv: 2411.09909 · arxiv_version: 2411.09909v2 · doi: 10.48550/arxiv.2411.09909 · pith_short_12: VL4S7YSVX2MV · pith_short_16: VL4S7YSVX2MVVWQP · pith_short_8: VL4S7YSV

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/VL4S7YSVX2MVVWQP6FQ7LDMQ2V \
  | 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: aaf92fe255be995ada0ff161f58d90d57fee5eb05ae6a286d1d171f4c0ec7a65

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0b7c1956e5e98f0a3630da779bddd8dd8effee7b0ca4be268f72a135ea960bc1",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-11-15T03:11:19Z",
    "title_canon_sha256": "57eda75bbc34ef248fb665d2abec416dbe1e6263a8bff60f5eab82dc79fc4e06"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.09909",
    "kind": "arxiv",
    "version": 2
  }
}