Pith Number

pith:FWTSF2R3

pith:2024:FWTSF2R3RPH5CNDJLD5FAGIKCS

not attested not anchored not stored refs pending

MARLIN: Mixed-Precision Auto-Regressive Parallel Inference on Large Language Models

Dan Alistarh, Elias Frantar, Jiale Chen, Roberto L. Castro, Torsten Hoefler

arxiv:2408.11743 v1 · 2024-08-21 · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FWTSF2R3RPH5CNDJLD5FAGIKCS}

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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

11 papers in Pith

GRINQH: Graded Input-based Quantization Hierarchy for Efficient LLM Generation

TileFuse: A Fused Mixed-Precision Kernel Library for Efficient Quantized LLM Inference on AMD NPUs

AutoMegaKernel: A Statically-Checked Agent Harness for Self-Retargeting Megakernel Synthesis

vla.cpp: A Unified Inference Runtime for Vision-Language-Action Models

Receipt and verification

First computed	2026-07-05T08:57:48.382696Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2da722ea3b8bcfd1346958fa50190a14ab4e320c490443eb90b9e045cd567d07

Aliases

arxiv: 2408.11743 · arxiv_version: 2408.11743v1 · doi: 10.48550/arxiv.2408.11743 · pith_short_12: FWTSF2R3RPH5 · pith_short_16: FWTSF2R3RPH5CNDJ · pith_short_8: FWTSF2R3

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/FWTSF2R3RPH5CNDJLD5FAGIKCS \
  | 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: 2da722ea3b8bcfd1346958fa50190a14ab4e320c490443eb90b9e045cd567d07

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c6c567b1a3fc336aa8b960d8a97de9ac03adda5775b5e8b22370453e6f25d5ea",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-21T16:10:41Z",
    "title_canon_sha256": "61f30ebd3afbe30c25d7c97071b42dc648e38fc8f76f8b2f91f13bad00335bb5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.11743",
    "kind": "arxiv",
    "version": 1
  }
}