Pith Number

pith:MUXVZ2YZ

pith:2023:MUXVZ2YZPGB77M3O6OENS3H22Y

not attested not anchored not stored refs pending

FlexGen: High-Throughput Generative Inference of Large Language Models with a Single GPU

Beidi Chen, Binhang Yuan, Ce Zhang, Christopher R\'e, Clark Barrett, Daniel Y. Fu, Ion Stoica, Joseph E. Gonzalez, Lianmin Zheng, Max Ryabinin, Percy Liang, Ying Sheng, Zhiqiang Xie, Zhuohan Li

arxiv:2303.06865 v2 · 2023-03-13 · cs.LG · cs.AI · cs.PF

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MUXVZ2YZPGB77M3O6OENS3H22Y}

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

16 papers in Pith

What to Keep, What to Forget: A Rate--Distortion View of Memory Compaction in LLMs and Agents

RoPE-Aware Bit Allocation for KV-Cache Quantization

GSRQ: Gain-Shape Residual Quantization for Sub-1-bit KV Cache

Do Transformers Need Three Projections? Systematic Study of QKV Variants

Reference-Augmented Learning for Precise Tracking Policy of Tendon-Driven Continuum Robots

Receipt and verification

First computed	2026-07-05T06:19:39.855124Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

652f5ceb197983ffb36ef388d96cfad61984cbe1046cd938d58c3281faa6db7e

Aliases

arxiv: 2303.06865 · arxiv_version: 2303.06865v2 · doi: 10.48550/arxiv.2303.06865 · pith_short_12: MUXVZ2YZPGB7 · pith_short_16: MUXVZ2YZPGB77M3O · pith_short_8: MUXVZ2YZ

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/MUXVZ2YZPGB77M3O6OENS3H22Y \
  | 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: 652f5ceb197983ffb36ef388d96cfad61984cbe1046cd938d58c3281faa6db7e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "01af8b849fbe5aa21c23229c538b9a331283f0caaa4a0fcacce33f83e038dfb9",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.PF"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-03-13T05:19:28Z",
    "title_canon_sha256": "d6cf220d577b076947108f6418a047e01538c181d91d0bba3ae45d3e1c4f5783"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.06865",
    "kind": "arxiv",
    "version": 2
  }
}