Pith Number

pith:3SCIASRY

pith:2024:3SCIASRYSX2QD6DX657SR4GBVP

not attested not anchored not stored refs pending

DynamicKV: Task-Aware Adaptive KV Cache Compression for Long Context LLMs

Jiaxian Guo, Liang Ding, Li Shen, Minyan Zeng, Min Zhang, Wenbin Wang, Xiabin Zhou, Xuebo Liu

arxiv:2412.14838 v4 · 2024-12-19 · 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{3SCIASRYSX2QD6DX657SR4GBVP}

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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

13 papers in Pith

Finetuning Vision-Language-Action Models Requires Fewer Layers Than You Think

AnchorKV: Safety-Aware KV Cache Compression via Soft Penalty with a Refusal Anchor

ReasonAlloc: Hierarchical Decoding-Time KV Cache Budget Allocation for Reasoning Models

SpectrumKV: Per-Token Mixed-Precision KV Cache Transfer for Prefill-Decode Disaggregated LLM Serving

IntentKV: Cross-Turn Intent-Aware KV Cache Pruning for Agent Inference

Receipt and verification

First computed	2026-07-05T11:10:03.363055Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dc84804a3895f501f877f77f28f0c1abf2d19fe7ef7b8c1fde77fa30fc49b856

Aliases

arxiv: 2412.14838 · arxiv_version: 2412.14838v4 · doi: 10.48550/arxiv.2412.14838 · pith_short_12: 3SCIASRYSX2Q · pith_short_16: 3SCIASRYSX2QD6DX · pith_short_8: 3SCIASRY

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/3SCIASRYSX2QD6DX657SR4GBVP \
  | 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: dc84804a3895f501f877f77f28f0c1abf2d19fe7ef7b8c1fde77fa30fc49b856

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "45813f1a99a26700d288abb45a6fb32b2b94612ba4bb23e58e8e8e91f7fea6f6",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-19T13:28:42Z",
    "title_canon_sha256": "1921d4b483aa1c7b7db3a443df6da0ac24de4fd29b7a2280ac2cbf2f801566b7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.14838",
    "kind": "arxiv",
    "version": 4
  }
}