Pith Number

pith:ZFNVIKQI

pith:2026:ZFNVIKQIK36NIXCAT7WNETGEGL

not attested not anchored not stored refs pending

Efficient PEFT Methods with Adaptive Checkpointing for Vision Models and VLMs on Resource Constrained Consumer-GPUs

Altay Toktassyn, Jurn-Gyu Park

arxiv:2607.02158 v1 · 2026-07-02 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZFNVIKQIK36NIXCAT7WNETGEGL}

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	2026-07-03T01:17:43.623676Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c95b542a0856fcd45c409fecd24cc432fc9292d98c6be58231b3e926e9ce3209

Aliases

arxiv: 2607.02158 · arxiv_version: 2607.02158v1 · doi: 10.48550/arxiv.2607.02158 · pith_short_12: ZFNVIKQIK36N · pith_short_16: ZFNVIKQIK36NIXCA · pith_short_8: ZFNVIKQI

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/ZFNVIKQIK36NIXCAT7WNETGEGL \
  | 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: c95b542a0856fcd45c409fecd24cc432fc9292d98c6be58231b3e926e9ce3209

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "478a948f205051e0d12fc48252e0ec3a90d9c083fe33a4e5200725b4a2697331",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-07-02T13:31:29Z",
    "title_canon_sha256": "606b87558c0ce5aa63db69a4bea94cc154e634b255152155a77c84bb94b91587"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.02158",
    "kind": "arxiv",
    "version": 1
  }
}