Pith Number

pith:7XSTI5N6

pith:2024:7XSTI5N6WJ4F3BZAE4INQHEK4L

not attested not anchored not stored refs pending

DeltaDQ: Ultra-High Delta Compression for Fine-Tuned LLMs via Group-wise Dropout and Separate Quantization

Bohua Chen, Shen Li, Tao Li, Yanfeng Jiang, Yong Li, Zelan Yang

arxiv:2410.08666 v1 · 2024-10-11 · cs.LG · cs.AI

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\usepackage{pith}
\pithnumber{7XSTI5N6WJ4F3BZAE4INQHEK4L}

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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

STaR-Quant: State-Time Consistent Post-Training Quantization for Diffusion Large Language Models

Receipt and verification

First computed	2026-07-05T09:19:15.929375Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fde53475beb2785d87202710d81c8ae2d69bcf6f388313bfa0bbabd08805f9fa

Aliases

arxiv: 2410.08666 · arxiv_version: 2410.08666v1 · doi: 10.48550/arxiv.2410.08666 · pith_short_12: 7XSTI5N6WJ4F · pith_short_16: 7XSTI5N6WJ4F3BZA · pith_short_8: 7XSTI5N6

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/7XSTI5N6WJ4F3BZAE4INQHEK4L \
  | 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: fde53475beb2785d87202710d81c8ae2d69bcf6f388313bfa0bbabd08805f9fa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "17fb4b5302840220bf200496e9cf1d141892e4783c059e915f33f517eb560a27",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-11T09:44:16Z",
    "title_canon_sha256": "c3b8b94adede6eaea316649ab68bad2df9f53275d16271d4ffe15ff9e3c8f810"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.08666",
    "kind": "arxiv",
    "version": 1
  }
}