Pith Number

pith:FHLWW33O

pith:2024:FHLWW33OMVBPU5M2ZV2UNYPU5Q

not attested not anchored not stored refs pending

Retrieval-Augmented Mixture of LoRA Experts for Uploadable Machine Learning

Fei Wu, Guoyin Wang, Hongxia Yang, Kun Kuang, Leilei Gan, Tao Shen, Yuwei Hu, Ziyu Zhao

arxiv:2406.16989 v2 · 2024-06-24 · 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{FHLWW33OMVBPU5M2ZV2UNYPU5Q}

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

2 papers in Pith

Will LLMs Scaling Hit the Wall? Breaking Barriers via Distributed Resources on Massive Edge Devices

Low-Rank Adaptation Redux for Large Models

Receipt and verification

First computed	2026-07-05T08:44:15.033406Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

29d76b6f6e6542fa759acd7546e1f4ec3dfe3298e774f7217f3681a0ab602996

Aliases

arxiv: 2406.16989 · arxiv_version: 2406.16989v2 · doi: 10.48550/arxiv.2406.16989 · pith_short_12: FHLWW33OMVBP · pith_short_16: FHLWW33OMVBPU5M2 · pith_short_8: FHLWW33O

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/FHLWW33OMVBPU5M2ZV2UNYPU5Q \
  | 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: 29d76b6f6e6542fa759acd7546e1f4ec3dfe3298e774f7217f3681a0ab602996

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0cdb243d59f9d8761c556c6c6686173688cc00f461ae11446175b8745db26c5a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-24T05:24:41Z",
    "title_canon_sha256": "872a084cd33f32b0348143cbe5f0c19588e5c4d29aeb73a121b66b9d92e34659"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.16989",
    "kind": "arxiv",
    "version": 2
  }
}