Pith Number

pith:BZW7C257

pith:2024:BZW7C257OGL4AZPPVEHNDULVAI

not attested not anchored not stored refs pending

TernaryLLM: Ternarized Large Language Model

Dong Li, Emad Barsoum, Jian Cheng, Lu Tian, Peisong Wang, Tianqi Chen, Weixiang Xu, Zeyu Zhu, Zhe Li

arxiv:2406.07177 v1 · 2024-06-11 · cs.LG

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\usepackage{pith}
\pithnumber{BZW7C257OGL4AZPPVEHNDULVAI}

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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

5 papers in Pith

CAT-Q: Cost-efficient and Accurate Ternary Quantization for LLMs

Ternary Mamba: Grouped Quantization-Aware Training of W1.58A16 State Space Models

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

Vanishing Contributions: A Unified Framework for Smooth and Iterative Model Compression

Hardware Generation and Exploration of Lookup Table-Based Accelerators for 1.58-bit LLM Inference

Receipt and verification

First computed	2026-07-05T08:30:19.533682Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0e6df16bbf7197c065efa90ed1d1750214ee97bd4d8332c0d5cbfb812d673975

Aliases

arxiv: 2406.07177 · arxiv_version: 2406.07177v1 · doi: 10.48550/arxiv.2406.07177 · pith_short_12: BZW7C257OGL4 · pith_short_16: BZW7C257OGL4AZPP · pith_short_8: BZW7C257

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/BZW7C257OGL4AZPPVEHNDULVAI \
  | 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: 0e6df16bbf7197c065efa90ed1d1750214ee97bd4d8332c0d5cbfb812d673975

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "11ff7f4a1ebfcf73fbde2971d560efadca9dfe39980b157dfc9e75a73cbe73ae",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-11T11:40:12Z",
    "title_canon_sha256": "0a3ac07d16881b8194c27629c22c06fbca5a84fdcef0e1b4ece4d41ebea3a102"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.07177",
    "kind": "arxiv",
    "version": 1
  }
}