Pith Number

pith:4KWMTYS5

pith:2025:4KWMTYS5YNKGK2IEHAUHS4HNZ7

not attested not anchored not stored refs pending

FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models

Danyang Zhuo, Hai Li, Hancheng Ye, Qinsi Wang, Ting Jiang, Yiran Chen, Yixiao Wang, Zhixu Du, Zishan Shao

arxiv:2508.01506 v1 · 2025-08-02 · 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{4KWMTYS5YNKGK2IEHAUHS4HNZ7}

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	2026-07-05T11:47:40.128493Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e2acc9e25dc35465690438287970edcfe2580a78c3e00540f8959e7e5618731a

Aliases

arxiv: 2508.01506 · arxiv_version: 2508.01506v1 · doi: 10.48550/arxiv.2508.01506 · pith_short_12: 4KWMTYS5YNKG · pith_short_16: 4KWMTYS5YNKGK2IE · pith_short_8: 4KWMTYS5

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/4KWMTYS5YNKGK2IEHAUHS4HNZ7 \
  | 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: e2acc9e25dc35465690438287970edcfe2580a78c3e00540f8959e7e5618731a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f663d3e5208b79996f8884b5a4a85035be5e9b6f1ed2cf951c866534bc3b2ecf",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.PF"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-02T22:06:46Z",
    "title_canon_sha256": "a52dca32143d47906ad01e67c6af25ee0f673d6f11af6cbc1fdf156879974dd3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.01506",
    "kind": "arxiv",
    "version": 1
  }
}