Pith Number

pith:RQMW3AHM

pith:2024:RQMW3AHMULXJTZVJ5MJYAZUDRT

not attested not anchored not stored refs pending

Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs

Bonggeun Sim, Jae W. Lee, Jake Hyun, SangLyul Cho, Yeonhong Park

arxiv:2402.10517 v4 · 2024-02-16 · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RQMW3AHMULXJTZVJ5MJYAZUDRT}

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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

GRINQH: Graded Input-based Quantization Hierarchy for Efficient LLM Generation

Multi-Bitwidth Quantization for LLMs Using Additive Codebooks

Cassandra: Enabling Reasoning LLMs at Edge via Self-Speculative Decoding

STQuant: Spatio-Temporal Adaptive Framework for Optimizer Quantization in Large Multimodal Model Training

Receipt and verification

First computed	2026-07-05T08:35:00.109077Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8c196d80eca2ee99e6a9eb138066838cd414f7b3d4e9555c2dd323906258d072

Aliases

arxiv: 2402.10517 · arxiv_version: 2402.10517v4 · doi: 10.48550/arxiv.2402.10517 · pith_short_12: RQMW3AHMULXJ · pith_short_16: RQMW3AHMULXJTZVJ · pith_short_8: RQMW3AHM

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/RQMW3AHMULXJTZVJ5MJYAZUDRT \
  | 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: 8c196d80eca2ee99e6a9eb138066838cd414f7b3d4e9555c2dd323906258d072

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3855a8f1741eb67ff5830b1da7890cc2c2cb6464f2485866431f50a4ae21d055",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-16T09:06:06Z",
    "title_canon_sha256": "3f0487b35567502646d7ba0a3302be13cf58bb14db9d7f2786222252e1c417c7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.10517",
    "kind": "arxiv",
    "version": 4
  }
}