Pith Number

pith:CADIJQYN

pith:2025:CADIJQYN5JMRANUMO2DQB6CKEG

not attested not anchored not stored refs pending

FlexQuant: Elastic Quantization Framework for Locally Hosted LLM on Edge Devices

David Brooks, Gu-Yeon Wei, Mujin Kwen, Yuji Chai

arxiv:2501.07139 v1 · 2025-01-13 · 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{CADIJQYN5JMRANUMO2DQB6CKEG}

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

1 paper in Pith

DisCEdge: Distributed Context Management for Large Language Models at the Edge

Receipt and verification

First computed	2026-07-05T10:00:15.867181Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

100684c30dea5910368c768700f84a21a39a73f714294c607da1b027a8ede476

Aliases

arxiv: 2501.07139 · arxiv_version: 2501.07139v1 · doi: 10.48550/arxiv.2501.07139 · pith_short_12: CADIJQYN5JMR · pith_short_16: CADIJQYN5JMRANUM · pith_short_8: CADIJQYN

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/CADIJQYN5JMRANUMO2DQB6CKEG \
  | 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: 100684c30dea5910368c768700f84a21a39a73f714294c607da1b027a8ede476

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4a67f4c5172a360cbd80058a405d9a408d6c949b16d95856b5aec08d60986368",
    "cross_cats_sorted": [
      "cs.PF"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-01-13T08:58:00Z",
    "title_canon_sha256": "cd9484408a3c2f09603d9048ed466e010d06d6168888951e817c4aa970803f34"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.07139",
    "kind": "arxiv",
    "version": 1
  }
}