Pith Number

pith:I7EEFQHP

pith:2024:I7EEFQHPZKN467RNZN3WDCL2P2

not attested not anchored not stored refs pending

Low-Rank Quantization-Aware Training for LLMs

Markus Nagel, Riccardo Del Chiaro, Yelysei Bondarenko

arxiv:2406.06385 v3 · 2024-06-10 · cs.LG · cs.AI · cs.CL

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\usepackage{pith}
\pithnumber{I7EEFQHPZKN467RNZN3WDCL2P2}

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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

8 papers in Pith

Mapping the Schedule x Bit-Width Boundary in Sub-100M Quantisation-Aware Training

GNMR: Runtime Stability Control for Low-Precision Large Language Model Training

Less Precise Can Be More Reliable: A Systematic Evaluation of Quantization's Impact on VLMs Beyond Accuracy

Quant.npu: Enabling Efficient Mobile NPU Inference for on-device LLMs via Fully Static Quantization

Breaking Modality Heterogeneity in Low-Bit Quantization for Large Vision-Language Models

Receipt and verification

First computed	2026-07-05T09:02:21.072810Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

47c842c0efca9bcf7e2dcb7761897a7e8ba8312df8671701cd3dc2180b092ed1

Aliases

arxiv: 2406.06385 · arxiv_version: 2406.06385v3 · doi: 10.48550/arxiv.2406.06385 · pith_short_12: I7EEFQHPZKN4 · pith_short_16: I7EEFQHPZKN467RN · pith_short_8: I7EEFQHP

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/I7EEFQHPZKN467RNZN3WDCL2P2 \
  | 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: 47c842c0efca9bcf7e2dcb7761897a7e8ba8312df8671701cd3dc2180b092ed1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "61f15fa527e59f8cd9dd06b19406e17d83dd44c7544a29b0082a81c29f0364a6",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-10T15:44:22Z",
    "title_canon_sha256": "92fc2f47ba16b0e955393e4dc674cb0f8767aac9d46b814d31c708a3cb2cf21f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.06385",
    "kind": "arxiv",
    "version": 3
  }
}