Pith Number

pith:6MS44ZJC

pith:2023:6MS44ZJCEL6HH4Z5W6NTO755IJ

not attested not anchored not stored refs pending

RT-LM: Uncertainty-Aware Resource Management for Real-Time Inference of Language Models

Cong Liu, Wei Yang, Yufei Li, Zexin Li

arxiv:2309.06619 v1 · 2023-09-12 · cs.LG · cs.CL · cs.SY · eess.SY

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\usepackage{pith}
\pithnumber{6MS44ZJCEL6HH4Z5W6NTO755IJ}

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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

1 paper in Pith

Efficient Large Language Models with Zero-Shot Adjustable Acceleration

Receipt and verification

First computed	2026-07-05T06:50:20.328630Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f325ce652222fc73f33db79b377fbd427526295f8522b3daaee448a0f26835e0

Aliases

arxiv: 2309.06619 · arxiv_version: 2309.06619v1 · doi: 10.48550/arxiv.2309.06619 · pith_short_12: 6MS44ZJCEL6H · pith_short_16: 6MS44ZJCEL6HH4Z5 · pith_short_8: 6MS44ZJC

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/6MS44ZJCEL6HH4Z5W6NTO755IJ \
  | 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: f325ce652222fc73f33db79b377fbd427526295f8522b3daaee448a0f26835e0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "73129ca3c61b1fb619a2b66a1548bfe5b54fe5d1c695095a39502cd36609b80f",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-09-12T22:22:10Z",
    "title_canon_sha256": "a90fdc24ea0c1763db66a5d7d524d3a5b6827d36a5217423c5e70d1d0bbf7af5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.06619",
    "kind": "arxiv",
    "version": 1
  }
}