Pith Number

pith:IGKD77JM

pith:2023:IGKD77JMKTLBJKRNATEYJ3PNPY

not attested not anchored not stored refs pending

LLM-QAT: Data-Free Quantization Aware Training for Large Language Models

Barlas Oguz, Changsheng Zhao, Ernie Chang, Pierre Stock, Raghuraman Krishnamoorthi, Vikas Chandra, Yangyang Shi, Yashar Mehdad, Zechun Liu

arxiv:2305.17888 v1 · 2023-05-29 · cs.CL

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\usepackage{pith}
\pithnumber{IGKD77JMKTLBJKRNATEYJ3PNPY}

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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

22 papers in Pith

The Hitchhiker's Guide to Agentic AI: From Foundations to Systems

On the Expressive Power of Weight Quantization in Large Language Models

LC-QAT: Data-Efficient 2-Bit QAT for LLMs via Linear-Constrained Vector Quantization

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

Receipt and verification

First computed	2026-07-05T06:14:50.130211Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

41943ffd2c54d614aa2d04c984eded7e2c98c83ae4a7c5c26e48c5142baa33ab

Aliases

arxiv: 2305.17888 · arxiv_version: 2305.17888v1 · doi: 10.48550/arxiv.2305.17888 · pith_short_12: IGKD77JMKTLB · pith_short_16: IGKD77JMKTLBJKRN · pith_short_8: IGKD77JM

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/IGKD77JMKTLBJKRNATEYJ3PNPY \
  | 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: 41943ffd2c54d614aa2d04c984eded7e2c98c83ae4a7c5c26e48c5142baa33ab

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "333b58c862971ca3a8294fb9a64881b9cf466937650d1aee70e6d96493ce2cd1",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-29T05:22:11Z",
    "title_canon_sha256": "dc054c20085c78aecec0b5a1fd872a65191f4e15724e0bf26c9885882266d0be"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.17888",
    "kind": "arxiv",
    "version": 1
  }
}