Pith Number

pith:SLN7ING4

pith:2025:SLN7ING4TPN56ATXAEJOZ2E4MW

not attested not anchored not stored refs pending

MEDA: Dynamic KV Cache Allocation for Efficient Multimodal Long-Context Inference

Che Liu, Hui Shen, Mi Zhang, Xin Wang, Zheda Mai, Zhongwei Wan

arxiv:2502.17599 v2 · 2025-02-24 · cs.CL

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\usepackage{pith}
\pithnumber{SLN7ING4TPN56ATXAEJOZ2E4MW}

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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

4 papers in Pith

HACK++: Towards More Effective Head-Aware Key-Value Compression for Efficient Visual Autoregressive Modeling

Make Each Token Count: Towards Improving Long-Context Performance with KV Cache Eviction

Prefill-Time Intervention for Mitigating Hallucination in Large Vision-Language Models

RetentiveKV: State-Space Memory for Uncertainty-Aware Multimodal KV Cache Eviction

Receipt and verification

First computed	2026-07-05T10:30:31.377302Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

92dbf434dc9bdbdf02770112ece89c658e63e6a0197552a4bc2a9660807861af

Aliases

arxiv: 2502.17599 · arxiv_version: 2502.17599v2 · doi: 10.48550/arxiv.2502.17599 · pith_short_12: SLN7ING4TPN5 · pith_short_16: SLN7ING4TPN56ATX · pith_short_8: SLN7ING4

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/SLN7ING4TPN56ATXAEJOZ2E4MW \
  | 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: 92dbf434dc9bdbdf02770112ece89c658e63e6a0197552a4bc2a9660807861af

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9c8127512994b7b6228dacf06d19a40d79d46425aa9e5a87b47cc74cacd2fba3",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-24T19:34:52Z",
    "title_canon_sha256": "c2298a308cd04c5b7e145ccece93f549b1cb5b6f3a64fb1e1718b352bb521b27"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.17599",
    "kind": "arxiv",
    "version": 2
  }
}