Pith Number

pith:RG3KACTM

pith:2025:RG3KACTMFADUJUQDHINQCYZINB

not attested not anchored not stored refs pending

TeLLMe: An Energy-Efficient Ternary LLM Accelerator for Prefilling and Decoding on Edge FPGAs

Sitao Huang, Ye Qiao, Yian Wang, Yifan Zhang, Zhiheng Chen

arxiv:2504.16266 v2 · 2025-04-22 · cs.AR · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RG3KACTMFADUJUQDHINQCYZINB}

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

3 papers in Pith

VitaLLM: A Versatile, Ultra-Compact Ternary LLM Accelerator with Dependency-Aware Scheduling

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

VitaLLM: A Versatile and Tiny Accelerator for Mixed-Precision LLM Inference on Edge Devices

Receipt and verification

First computed	2026-07-05T10:53:54.834879Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

89b6a00a6c280744d2033a1b0163286860f7ed30c1da03529ea36615c5f5d583

Aliases

arxiv: 2504.16266 · arxiv_version: 2504.16266v2 · doi: 10.48550/arxiv.2504.16266 · pith_short_12: RG3KACTMFADU · pith_short_16: RG3KACTMFADUJUQD · pith_short_8: RG3KACTM

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/RG3KACTMFADUJUQDHINQCYZINB \
  | 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: 89b6a00a6c280744d2033a1b0163286860f7ed30c1da03529ea36615c5f5d583

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "48caafcd8ebe2a46db854e654f63afe74ac108c85501ba165304e8813b9af4a0",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AR",
    "submitted_at": "2025-04-22T21:00:58Z",
    "title_canon_sha256": "f70daa0fab81d3f3dc9e052e1bab06a062e26bb0cca189ddd769cb8736ea4a5e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.16266",
    "kind": "arxiv",
    "version": 2
  }
}