Pith Number

pith:WHHPFFNT

pith:2024:WHHPFFNT5YHRQZCDJLBFEJVZZJ

not attested not anchored not stored refs pending

IterIS: Iterative Inference-Solving Alignment for LoRA Merging

Bowei Zhu, Hongxu Chen, Long Chen, Runshi Li, Zhen Wang

arxiv:2411.15231 v2 · 2024-11-21 · 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{WHHPFFNT5YHRQZCDJLBFEJVZZJ}

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	2026-07-05T10:49:11.294917Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b1cef295b3ee0f1864434ac25226b9ca69d66cb15b7624e1fdbf346429515b04

Aliases

arxiv: 2411.15231 · arxiv_version: 2411.15231v2 · doi: 10.48550/arxiv.2411.15231 · pith_short_12: WHHPFFNT5YHR · pith_short_16: WHHPFFNT5YHRQZCD · pith_short_8: WHHPFFNT

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/WHHPFFNT5YHRQZCDJLBFEJVZZJ \
  | 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: b1cef295b3ee0f1864434ac25226b9ca69d66cb15b7624e1fdbf346429515b04

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0a10a16d7e18ca7c59fa0c7bb4aacc2bcadef60bacc3bbe4006e92f7853e839b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-21T19:04:02Z",
    "title_canon_sha256": "8fb2cb8b168880bdc373cddb8e727d3b201f8b55bade58191ae237f10913e658"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.15231",
    "kind": "arxiv",
    "version": 2
  }
}