Pith Number

pith:AIZJIPD3

pith:2025:AIZJIPD3JYSQEOTOCBKQPKFHZP

not attested not anchored not stored refs pending

CITER: Collaborative Inference for Efficient Large Language Model Decoding with Token-Level Routing

Eric P. Xing, Hongyi Wang, Huaxiu Yao, Souvik Kundu, Weitong Zhang, Wenhao Zheng, Yixiao Chen, Yun Li, Zhengzhong Liu

arxiv:2502.01976 v6 · 2025-02-04 · cs.CL · cs.AI · cs.LG · cs.PF

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\usepackage{pith}
\pithnumber{AIZJIPD3JYSQEOTOCBKQPKFHZP}

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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

5 papers in Pith

Rethinking LLM Ensembling from the Perspective of Mixture Models

Harnessing Multiple Large Language Models: A Survey on LLM Ensemble

Sampling from Your Language Model One Byte at a Time

Rethinking LLM Ensembling from the Perspective of Mixture Models

NI Sampling: Accelerating Discrete Diffusion Sampling by Token Order Optimization

Receipt and verification

First computed	2026-07-05T12:07:58.040451Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0232943c7b4e25023a6e105507a8a7cbc25ed4eda80142fb625579aec76d14c1

Aliases

arxiv: 2502.01976 · arxiv_version: 2502.01976v6 · doi: 10.48550/arxiv.2502.01976 · pith_short_12: AIZJIPD3JYSQ · pith_short_16: AIZJIPD3JYSQEOTO · pith_short_8: AIZJIPD3

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/AIZJIPD3JYSQEOTOCBKQPKFHZP \
  | 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: 0232943c7b4e25023a6e105507a8a7cbc25ed4eda80142fb625579aec76d14c1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6260e9cce2e63d75ad2c4f9d56ddcfa76c7fcfeec2fdb0396f88d7028c63b497",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.PF"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-04T03:36:44Z",
    "title_canon_sha256": "1c3aa3ff9eb891fdaac3d49597a110f75796db3f99d8b158a263ea7c7fb2f35a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.01976",
    "kind": "arxiv",
    "version": 6
  }
}