Pith Number

pith:NMAIBTIF

pith:2025:NMAIBTIFYQICL6UK3HVGILVJOE

not attested not anchored not stored refs pending

MLP-Offload: Multi-Level, Multi-Path Offloading for LLM Pre-training to Break the GPU Memory Wall

Avinash Maurya, Bogdan Nicolae, Franck Cappello, M. Mustafa Rafique

arxiv:2509.02480 v1 · 2025-09-02 · cs.DC · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NMAIBTIFYQICL6UK3HVGILVJOE}

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	2026-07-05T12:03:39.290290Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6b0080cd05c41025fa8ad9ea642ea971232c5596325c5a5af338b54a8cbfb017

Aliases

arxiv: 2509.02480 · arxiv_version: 2509.02480v1 · doi: 10.48550/arxiv.2509.02480 · pith_short_12: NMAIBTIFYQIC · pith_short_16: NMAIBTIFYQICL6UK · pith_short_8: NMAIBTIF

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/NMAIBTIFYQICL6UK3HVGILVJOE \
  | 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: 6b0080cd05c41025fa8ad9ea642ea971232c5596325c5a5af338b54a8cbfb017

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fb7840a25e6ab58ac16d11b4f1c8e1a8b366ca8f8fc32327a000f78eeae49b18",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2025-09-02T16:30:49Z",
    "title_canon_sha256": "d1876be30a22827669872bd3176e43073c865bcca4c501e80b4df4268caa21f4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.02480",
    "kind": "arxiv",
    "version": 1
  }
}