Pith Number

pith:4P7LGEN7

pith:2024:4P7LGEN7BCCXNBTC3QS6Y3JTFQ

not attested not anchored not stored refs pending

EDGE-LLM: Enabling Efficient Large Language Model Adaptation on Edge Devices via Layerwise Unified Compression and Adaptive Layer Tuning and Voting

Haoran You, Ruijie Gao, Sreenidhi Reedy Bommu, Xiaoya Zhou, Yang Katie Zhao, Yingyan Celine Lin, Yuhan Li, Zheng Wang, Zhongzhi Yu

arxiv:2406.15758 v1 · 2024-06-22 · cs.LG · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4P7LGEN7BCCXNBTC3QS6Y3JTFQ}

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	2026-07-05T08:35:49.193263Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e3feb311bf0885768662dc25ec6d332c35af7c4c0b01416d36254ac42f448dc5

Aliases

arxiv: 2406.15758 · arxiv_version: 2406.15758v1 · doi: 10.48550/arxiv.2406.15758 · pith_short_12: 4P7LGEN7BCCX · pith_short_16: 4P7LGEN7BCCXNBTC · pith_short_8: 4P7LGEN7

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/4P7LGEN7BCCXNBTC3QS6Y3JTFQ \
  | 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: e3feb311bf0885768662dc25ec6d332c35af7c4c0b01416d36254ac42f448dc5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "efb43869c0be18b6f19428c2ae5ef477ed06b6cc3266b50b4f188195f937f7f0",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-22T06:51:47Z",
    "title_canon_sha256": "37b00e41e49cc46574a57dc52fb8dc9d2736588a91f7df18f4ba12f3cc04223b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.15758",
    "kind": "arxiv",
    "version": 1
  }
}