Pith Number

pith:UACKVFX3

pith:2024:UACKVFX36I35S2RHED7VLY4Z7A

not attested not anchored not stored refs pending

PocketLLM: Enabling On-Device Fine-Tuning for Personalized LLMs

Dan Peng, Jun Wang, Zhihui Fu

arxiv:2407.01031 v1 · 2024-07-01 · cs.LG · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UACKVFX36I35S2RHED7VLY4Z7A}

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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

2 papers in Pith

Techniques for Peak Memory Reduction for LoRA Fine-tuning of LLMs on Edge Devices

ShadowNPU: System and Algorithm Co-design for NPU-Centric On-Device LLM Inference

Receipt and verification

First computed	2026-07-05T08:38:41.983373Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a004aa96fbf237d96a2720ff55e399f80234d118586a9b1a4aa5780982862948

Aliases

arxiv: 2407.01031 · arxiv_version: 2407.01031v1 · doi: 10.48550/arxiv.2407.01031 · pith_short_12: UACKVFX36I35 · pith_short_16: UACKVFX36I35S2RH · pith_short_8: UACKVFX3

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/UACKVFX36I35S2RHED7VLY4Z7A \
  | 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: a004aa96fbf237d96a2720ff55e399f80234d118586a9b1a4aa5780982862948

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6bc4609d2d5a578fe424449664178674a36be3dfa54403d5f3106d5f5f26cbfc",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-01T07:26:56Z",
    "title_canon_sha256": "08bba0f496f1051327d55859d9f6d074c63467719f6d8d56476f453bd7f877da"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.01031",
    "kind": "arxiv",
    "version": 1
  }
}