Pith Number

pith:75KJ6YBQ

pith:2024:75KJ6YBQOAGX3LF256F23YRBUE

not attested not anchored not stored refs pending

STBLLM: Breaking the 1-Bit Barrier with Structured Binary LLMs

Dayou Du, Lujun Li, Peijie Dong, Qiang Wang, Ruibo Fan, Wei Xue, Xiaowen Chu, Yike Guo, Yuedong Zhong, Yuhan Chen, Zhenheng Tang

arxiv:2408.01803 v2 · 2024-08-03 · cs.LG · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{75KJ6YBQOAGX3LF256F23YRBUE}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

6 papers in Pith

SAB-LVLM: Significance-Aware Binarization for Large Vision-Language Models

Rethinking Output Alignment For 1-bit Post-Training Quantization of Large Language Models

GSQ: Highly-Accurate Low-Precision Scalar Quantization for LLMs via Gumbel-Softmax Sampling

Rethinking Output Alignment For 1-bit Post-Training Quantization of Large Language Models

QuantVLA: Scale-Calibrated Post-Training Quantization for Vision-Language-Action Models

Receipt and verification

First computed	2026-07-05T09:17:14.876813Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ff549f6030700d7dacbaef8bade221a10a252ff59d8ec880398f6880dd7d3afe

Aliases

arxiv: 2408.01803 · arxiv_version: 2408.01803v2 · doi: 10.48550/arxiv.2408.01803 · pith_short_12: 75KJ6YBQOAGX · pith_short_16: 75KJ6YBQOAGX3LF2 · pith_short_8: 75KJ6YBQ

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/75KJ6YBQOAGX3LF256F23YRBUE \
  | 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: ff549f6030700d7dacbaef8bade221a10a252ff59d8ec880398f6880dd7d3afe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "091e984d5b861e1d093b07f9df53e7f811f246a2462c878eeff9862b627d3d6a",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-03T15:07:44Z",
    "title_canon_sha256": "38211a68d354feb33641686544d9fbef174b337da8e5621a234a00d76c5a82ad"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.01803",
    "kind": "arxiv",
    "version": 2
  }
}