Pith Number

pith:BJHUB22Q

pith:2024:BJHUB22QYG6JJOJODZGYBHCW2C

not attested not anchored not stored refs pending

Large Language Models on Small Resource-Constrained Systems: Performance Characterization, Analysis and Trade-offs

Basar Kutukcu, Liam Seymour, Sabur Baidya

arxiv:2412.15352 v1 · 2024-12-19 · cs.LG · cs.CC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BJHUB22QYG6JJOJODZGYBHCW2C}

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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

Understanding the Performance and Power of LLM Inferencing on Edge Accelerators

Receipt and verification

First computed	2026-07-05T09:52:21.761420Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0a4f40eb50c1bc94b92e1e4d809c56d0b2b56f40a6e6350da1e9b263eb9ae46f

Aliases

arxiv: 2412.15352 · arxiv_version: 2412.15352v1 · doi: 10.48550/arxiv.2412.15352 · pith_short_12: BJHUB22QYG6J · pith_short_16: BJHUB22QYG6JJOJO · pith_short_8: BJHUB22Q

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/BJHUB22QYG6JJOJODZGYBHCW2C \
  | 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: 0a4f40eb50c1bc94b92e1e4d809c56d0b2b56f40a6e6350da1e9b263eb9ae46f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "052f26138378ecaed5906b6b758411855494ef71fff23277eed10f69fc03e7d3",
    "cross_cats_sorted": [
      "cs.CC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-19T19:38:33Z",
    "title_canon_sha256": "d5fb76f3d706580f6a16705b0ac8a7b3cfbdc3f5c5201a4da33de7c8a70d072d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.15352",
    "kind": "arxiv",
    "version": 1
  }
}