Pith Number

pith:DVJ4QDEC

pith:2024:DVJ4QDECT33QSGJ4MCPMP4GBUT

not attested not anchored not stored refs pending

LazyLLM: Dynamic Token Pruning for Efficient Long Context LLM Inference

Mahyar Najibi, Minsik Cho, Mohammad Rastegari, Qichen Fu, Sachin Mehta, Thomas Merth

arxiv:2407.14057 v1 · 2024-07-19 · cs.CL · cs.AI · cs.LG

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\usepackage{pith}
\pithnumber{DVJ4QDECT33QSGJ4MCPMP4GBUT}

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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

6 papers in Pith

Towards Efficient Large Language Model Serving: A Survey on System-Aware KV Cache Optimization

ProactiveLLM: Learning Active Interaction for Streaming Large Language Models

PrefixWall: Mitigating Prefix Caching Side Channels in Shared LLM Systems

HISA: Efficient Hierarchical Indexing for Fine-Grained Sparse Attention

Long Context Pre-Training with Lighthouse Attention

Receipt and verification

First computed	2026-07-05T08:45:57.827844Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1d53c80c829ef709193c609ec7f0c1a4c3abdb5c18d11fded41a650c2eed2d7a

Aliases

arxiv: 2407.14057 · arxiv_version: 2407.14057v1 · doi: 10.48550/arxiv.2407.14057 · pith_short_12: DVJ4QDECT33Q · pith_short_16: DVJ4QDECT33QSGJ4 · pith_short_8: DVJ4QDEC

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/DVJ4QDECT33QSGJ4MCPMP4GBUT \
  | 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: 1d53c80c829ef709193c609ec7f0c1a4c3abdb5c18d11fded41a650c2eed2d7a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b094743d553d1dc50c3d8b9cf46e3ab6a66eca5e346baef2ffa400e4ef7f53ba",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-19T06:34:45Z",
    "title_canon_sha256": "6c25c748deced50f2d352d02e574cd6bf94df55f7a259ce0a873a818f694d0f2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.14057",
    "kind": "arxiv",
    "version": 1
  }
}