Pith Number

pith:JWYK2M2L

pith:2024:JWYK2M2LUSLHR6G2UPBRLPTGIO

not attested not anchored not stored refs pending

SliM-LLM: Salience-Driven Mixed-Precision Quantization for Large Language Models

Haotong Qin, Luca Benini, Michele Magno, Qinshuo Liu, Shiming Zhang, Wei Huang, Xianglong Liu, Xiaojuan Qi, Yangdong Liu, Yawei Li

arxiv:2405.14917 v2 · 2024-05-23 · cs.LG · cs.CL

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\usepackage{pith}
\pithnumber{JWYK2M2LUSLHR6G2UPBRLPTGIO}

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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

12 papers in Pith

KronQ: LLM Quantization via Kronecker-Factored Hessian

The Illusion of Equivalency: Statistical Characterization of Quantization Effects in LLMs

Voltron: Enabling Elastic Multi-Device Execution of LLM Inference for Empowered Edge Intelligence

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

Receipt and verification

First computed	2026-07-05T11:08:57.618985Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4db0ad334ba49678f8daa3c315be6643889fdb338ae0ba292885d23fc60b8ea0

Aliases

arxiv: 2405.14917 · arxiv_version: 2405.14917v2 · doi: 10.48550/arxiv.2405.14917 · pith_short_12: JWYK2M2LUSLH · pith_short_16: JWYK2M2LUSLHR6G2 · pith_short_8: JWYK2M2L

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/JWYK2M2LUSLHR6G2UPBRLPTGIO \
  | 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: 4db0ad334ba49678f8daa3c315be6643889fdb338ae0ba292885d23fc60b8ea0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c363a2326c7ac0a5f47e505dd70cb6952b39c67a82953558e61636795e085929",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-23T16:21:48Z",
    "title_canon_sha256": "3312c394ebf63fdd2674842aba3c3974d42ae0a86a6068f7eba305ebd808d1b3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.14917",
    "kind": "arxiv",
    "version": 2
  }
}