Pith Number

pith:LYCF6LEO

pith:2024:LYCF6LEOMLJEMFSBZU527WWRFF

not attested not anchored not stored refs pending

$\gamma-$MoD: Exploring Mixture-of-Depth Adaptation for Multimodal Large Language Models

Gen Luo, Jiayi Ji, Rongrong Ji, Xiaoshuai Sun, Yaxin Luo, Yiyi Zhou, Zhiqiang Shen

arxiv:2410.13859 v1 · 2024-10-17 · cs.CV

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\usepackage{pith}
\pithnumber{LYCF6LEOMLJEMFSBZU527WWRFF}

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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

Reroute, Don't Remove: Recoverable Visual Token Routing for Vision-Language Models

Tackling Multimodal Learning Challenges with Mixture-of-Expert: A Survey

Receipt and verification

First computed	2026-07-05T09:22:06.696393Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5e045f2c8e62d2461641cd3bafdad1296c5f4d3e5e04ffe3b836178d7ce051f9

Aliases

arxiv: 2410.13859 · arxiv_version: 2410.13859v1 · doi: 10.48550/arxiv.2410.13859 · pith_short_12: LYCF6LEOMLJE · pith_short_16: LYCF6LEOMLJEMFSB · pith_short_8: LYCF6LEO

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/LYCF6LEOMLJEMFSBZU527WWRFF \
  | 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: 5e045f2c8e62d2461641cd3bafdad1296c5f4d3e5e04ffe3b836178d7ce051f9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cbe54b24e59254c44bff0b565fb471a34aaaad25b57dfc44b1a5428d23dea6b2",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-10-17T17:59:53Z",
    "title_canon_sha256": "9602f56c8e62b41c671cbabe26884de38905dc744c597edb807274fa73a1f92b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.13859",
    "kind": "arxiv",
    "version": 1
  }
}