Pith Number

pith:BVXQBROP

pith:2023:BVXQBROPIY2WAGVJFX5B26R672

not attested not anchored not stored refs pending

PB-LLM: Partially Binarized Large Language Models

Qiang Wu, Yuzhang Shang, Zhen Dong, Zhihang Yuan

arxiv:2310.00034 v2 · 2023-09-29 · cs.LG · cs.AI · cs.CL

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BVXQBROPIY2WAGVJFX5B26R672}

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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

9 papers in Pith

TWLA: Achieving Ternary Weights and Low-Bit Activations for LLMs via Post-Training Quantization

Minimizing the Hidden Cost of Scales: Graph-Guided Ultra-Low-Bit Quantization for Large Language Models

Rethinking 1-bit Optimization Leveraging Pre-trained Large Language Models

SAFE-SVD: Sensitivity-Aware Fidelity-Enforcing SVD for Physics Foundation Models

GAMMA: Global Bit Allocation for Mixed-Precision Models under Arbitrary Budgets

Receipt and verification

First computed	2026-07-05T07:10:28.676416Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0d6f00c5cf4635601aa92dfa1d7a3efe8c0a0a532472fbf989469084b01dd9ab

Aliases

arxiv: 2310.00034 · arxiv_version: 2310.00034v2 · doi: 10.48550/arxiv.2310.00034 · pith_short_12: BVXQBROPIY2W · pith_short_16: BVXQBROPIY2WAGVJ · pith_short_8: BVXQBROP

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/BVXQBROPIY2WAGVJFX5B26R672 \
  | 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: 0d6f00c5cf4635601aa92dfa1d7a3efe8c0a0a532472fbf989469084b01dd9ab

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f7ffebd5ad0a77c505db0038e49c320cbf645c42e96e1f06d4acaf6be1a2086d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-09-29T14:35:27Z",
    "title_canon_sha256": "915f745ed3fef476f9396dfd14ec330b39e9ce5dd78e7cc224afd4bc737e6f2a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.00034",
    "kind": "arxiv",
    "version": 2
  }
}