Pith Number

pith:XLNVEJYY

pith:2024:XLNVEJYY4IMNOR64PU4USEG27Y

not attested not anchored not stored refs pending

COAT: Compressing Optimizer states and Activation for Memory-Efficient FP8 Training

Han Cai, Haocheng Xi, Jianfei Chen, Kurt Keutzer, Ligeng Zhu, Song Han, Yao Lu

arxiv:2410.19313 v3 · 2024-10-25 · cs.LG · 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{XLNVEJYY4IMNOR64PU4USEG27Y}

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

5 papers in Pith

GIFT: Geometry-Informed Low-precision Gradient Communication for LLM Pretraining

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

NVILA: Efficient Frontier Visual Language Models

ENEC: A Lossless AI Model Compression Method Enabling Fast Inference on Ascend NPUs

QaRL: Rollout-Aligned Quantization-Aware RL for Fast and Stable Training under Training--Inference Mismatch

Receipt and verification

First computed	2026-07-05T10:13:27.323330Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

badb522718e218d747dc7d394910dafe0d96883b790afed02cdcb2cc66a829b1

Aliases

arxiv: 2410.19313 · arxiv_version: 2410.19313v3 · doi: 10.48550/arxiv.2410.19313 · pith_short_12: XLNVEJYY4IMN · pith_short_16: XLNVEJYY4IMNOR64 · pith_short_8: XLNVEJYY

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/XLNVEJYY4IMNOR64PU4USEG27Y \
  | 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: badb522718e218d747dc7d394910dafe0d96883b790afed02cdcb2cc66a829b1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8c9100d6ca3f2a8adab6fcfcfca62e7e7f2a08db40503d4665b83fe2e4414bbf",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-25T05:59:30Z",
    "title_canon_sha256": "c8bf91b13c5611508e41ecef9ba0fc408ac2faced05d34ba17836e7cfb24aa0c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.19313",
    "kind": "arxiv",
    "version": 3
  }
}