Pith Number

pith:GHCRGA6N

pith:2024:GHCRGA6N7NPCTPWH35FFKXTZ7G

not attested not anchored not stored refs pending

T-MAC: CPU Renaissance via Table Lookup for Low-Bit LLM Deployment on Edge

Jianyu Wei, Lei Wang, Lingxiao Ma, Mao Yang, Shijie Cao, Ting Cao, Yanyong Zhang

arxiv:2407.00088 v2 · 2024-06-25 · cs.DC · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GHCRGA6N7NPCTPWH35FFKXTZ7G}

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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

4 papers in Pith

Litespark Inference For CPUs: Ultra-Fast SIMD Framework for Ternary (1.58-bit) Language Models

Tiny but Mighty: A Software-Hardware Co-Design Approach for Efficient Multimodal Inference on Battery-Powered Small Devices

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

Litespark Inference For CPUs: Ultra-Fast SIMD Framework for Ternary (1.58-bit) Language Models

Receipt and verification

First computed	2026-07-05T10:38:34.492881Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

31c51303cdfb5e29bec7df4a555e79f9ad8d5fff243172fc1e1d24cde3e3d9bf

Aliases

arxiv: 2407.00088 · arxiv_version: 2407.00088v2 · doi: 10.48550/arxiv.2407.00088 · pith_short_12: GHCRGA6N7NPC · pith_short_16: GHCRGA6N7NPCTPWH · pith_short_8: GHCRGA6N

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/GHCRGA6N7NPCTPWH35FFKXTZ7G \
  | 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: 31c51303cdfb5e29bec7df4a555e79f9ad8d5fff243172fc1e1d24cde3e3d9bf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "de5a896e30db52ccd46d185e31bb2aede6283c24d0b225329275ade2b46884aa",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2024-06-25T08:38:38Z",
    "title_canon_sha256": "36d4204e1cb7b70878e2ae15d5a6dc31a3da08ab822af45955897ecabf00f7ae"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.00088",
    "kind": "arxiv",
    "version": 2
  }
}