Pith Number

pith:V5T7MQS4

pith:2024:V5T7MQS44HEDIYTU34VSSMKCBS

not attested not anchored not stored refs pending

AIM: Adaptive Inference of Multi-Modal LLMs via Token Merging and Pruning

Liwei Wang, Yin Li, Yiwu Zhong, Zhuoming Liu

arxiv:2412.03248 v2 · 2024-12-04 · cs.CV · cs.AI · 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{V5T7MQS44HEDIYTU34VSSMKCBS}

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.

Cited by

2 papers in Pith

POINTS-Long: Adaptive Dual-Mode Visual Reasoning in MLLMs

Efficient Inference for Large Vision-Language Models: Bottlenecks, Techniques, and Prospects

Receipt and verification

First computed	2026-07-05T11:44:43.299275Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

af67f6425ce1c8346274df2b2931420cb5a7ea509550ef10af548afc84adf1f8

Aliases

arxiv: 2412.03248 · arxiv_version: 2412.03248v2 · doi: 10.48550/arxiv.2412.03248 · pith_short_12: V5T7MQS44HED · pith_short_16: V5T7MQS44HEDIYTU · pith_short_8: V5T7MQS4

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/V5T7MQS44HEDIYTU34VSSMKCBS \
  | 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: af67f6425ce1c8346274df2b2931420cb5a7ea509550ef10af548afc84adf1f8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ed24e38918957e46d2ac55346fd7f716dbfb48c447906314976e41a21a033abd",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-04T11:47:57Z",
    "title_canon_sha256": "90fe4c5aa177aad9c6559f2296d8a8ac2bc8b2f71e3865263dc56bf4fa306758"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.03248",
    "kind": "arxiv",
    "version": 2
  }
}