Pith Number

pith:JIDL7XBV

pith:2023:JIDL7XBV4FOBFSOMJGRLZJOE7Y

not attested not anchored not stored refs pending

MLP Fusion: Towards Efficient Fine-tuning of Dense and Mixture-of-Experts Language Models

Jingrui He, Mengting Ai, Tianxin Wei, Yifan Chen, Zeming Guo

arxiv:2307.08941 v3 · 2023-07-18 · 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{JIDL7XBV4FOBFSOMJGRLZJOE7Y}

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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.

Receipt and verification

First computed	2026-07-05T09:56:47.460818Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4a06bfdc35e15c12c9cc49a2bca5c4fe3b200d1e0d674633d5d9264c3da43ba9

Aliases

arxiv: 2307.08941 · arxiv_version: 2307.08941v3 · doi: 10.48550/arxiv.2307.08941 · pith_short_12: JIDL7XBV4FOB · pith_short_16: JIDL7XBV4FOBFSOM · pith_short_8: JIDL7XBV

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/JIDL7XBV4FOBFSOMJGRLZJOE7Y \
  | 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: 4a06bfdc35e15c12c9cc49a2bca5c4fe3b200d1e0d674633d5d9264c3da43ba9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "21fb8aed7790454a5f2b48c5712f70b66f881983ea586105523607219c66e411",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-07-18T03:12:51Z",
    "title_canon_sha256": "e4aabd74d5a29b2c5ebea31ebfbdbd11a24944eb531ee2f4709d6a1393b8f6db"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.08941",
    "kind": "arxiv",
    "version": 3
  }
}