Pith Number

pith:36ATZ4OL

pith:2025:36ATZ4OLCWHN6GFQCUT5AY3H24

not attested not anchored not stored refs pending

TensorLLM: Tensorising Multi-Head Attention for Enhanced Reasoning and Compression in LLMs

Danilo Mandic, Giorgos Iacovides, Wuyang Zhou, Yuxuan Gu

arxiv:2501.15674 v2 · 2025-01-26 · cs.CL · 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{36ATZ4OLCWHN6GFQCUT5AY3H24}

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

2 papers in Pith

Rethinking the Role of Tensor Decompositions in Post-Training LLM Compression

TeRA: Vector-based Random Tensor Network for High-Rank Adaptation of Large Language Models

Receipt and verification

First computed	2026-07-05T11:03:20.785570Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

df813cf1cb158edf18b01527d06367d7337cd257a2d59bd723801703880b1043

Aliases

arxiv: 2501.15674 · arxiv_version: 2501.15674v2 · doi: 10.48550/arxiv.2501.15674 · pith_short_12: 36ATZ4OLCWHN · pith_short_16: 36ATZ4OLCWHN6GFQ · pith_short_8: 36ATZ4OL

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/36ATZ4OLCWHN6GFQCUT5AY3H24 \
  | 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: df813cf1cb158edf18b01527d06367d7337cd257a2d59bd723801703880b1043

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "58ca45f319b64a328ec77635fa3c8de20821eaf31e30bebe075c4ad910c8b1ea",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-01-26T21:05:16Z",
    "title_canon_sha256": "1febe1f08b69979c7599ab2ebb2b5d5b8a41c31ddf819caa8ba1af697ca2cdd0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.15674",
    "kind": "arxiv",
    "version": 2
  }
}