Pith Number

pith:4NJ5FDXC

pith:2020:4NJ5FDXC6IUJRCG4NOCAKVI5IS

not attested not anchored not stored refs pending

Towards Fully 8-bit Integer Inference for the Transformer Model

Jingbo Zhu, Tengbo Liu, Tongran Liu, Tong Xiao, Yanyang Li, Ye Lin

arxiv:2009.08034 v2 · 2020-09-17 · 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{4NJ5FDXC6IUJRCG4NOCAKVI5IS}

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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

1 paper in Pith

LLM.int8(): 8-bit Matrix Multiplication for Transformers at Scale

Receipt and verification

First computed	2026-07-05T01:36:19.237853Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e353d28ee2f2289888dc6b8405551d44a3c187a51d0381505704eec22b2f42c9

Aliases

arxiv: 2009.08034 · arxiv_version: 2009.08034v2 · doi: 10.48550/arxiv.2009.08034 · pith_short_12: 4NJ5FDXC6IUJ · pith_short_16: 4NJ5FDXC6IUJRCG4 · pith_short_8: 4NJ5FDXC

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/4NJ5FDXC6IUJRCG4NOCAKVI5IS \
  | 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: e353d28ee2f2289888dc6b8405551d44a3c187a51d0381505704eec22b2f42c9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "685d08fa64abc6073e8b4a48daabd0b1aa6f9539d0b0f4b0eac750eb15f6e01c",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2020-09-17T03:09:10Z",
    "title_canon_sha256": "362120e74465b2cb90400af4540bf32c8177157f8151c85dc3acda2e0f5a5939"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2009.08034",
    "kind": "arxiv",
    "version": 2
  }
}