Pith Number

pith:XVLHF5BO

pith:2023:XVLHF5BO3STBCUQUTM5MEMU5FA

not attested not anchored not stored refs pending

BitNet: Scaling 1-bit Transformers for Large Language Models

Fan Yang, Furu Wei, Hongyu Wang, Huaijie Wang, Li Dong, Lingxiao Ma, Ruiping Wang, Shaohan Huang, Shuming Ma, Yi Wu

arxiv:2310.11453 v1 · 2023-10-17 · cs.CL

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

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

17 papers in Pith

The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits

Vec-LUT: Vector Table Lookup for Parallel Ultra-Low-Bit LLM Inference on Edge Devices

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

CORP: Closed-Form One-shot Representation-Preserving Structured Pruning for Transformers

D-Legion: A Scalable Many-Core Architecture for Accelerating Matrix Multiplication in Quantized LLMs

Receipt and verification

First computed	2026-05-17T23:38:13.363666Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bd5672f42edca61152149b3ac2329d2837827f107f28cdca696924c265e9e803

Aliases

arxiv: 2310.11453 · arxiv_version: 2310.11453v1 · doi: 10.48550/arxiv.2310.11453 · pith_short_12: XVLHF5BO3STB · pith_short_16: XVLHF5BO3STBCUQU · pith_short_8: XVLHF5BO

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/XVLHF5BO3STBCUQUTM5MEMU5FA \
  | 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: bd5672f42edca61152149b3ac2329d2837827f107f28cdca696924c265e9e803

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3d98f38b3935873101f9c6262852ebccb0ebd1cf96e18061bb3bd2c8e7e60a20",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-17T17:59:15Z",
    "title_canon_sha256": "e5e311727e3b305fe089fa7d47a42678623c85f86304742d628bd1dce40527df"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.11453",
    "kind": "arxiv",
    "version": 1
  }
}