Pith Number

pith:N3HS76Y2

pith:2025:N3HS76Y2IWUSH3K6Y47ZQQ7ICN

not attested not anchored not stored refs pending

TransMLA: Multi-Head Latent Attention Is All You Need

Fanxu Meng, Muhan Zhang, Pingzhi Tang, Xiaojuan Tang, Xing Sun, Zengwei Yao

arxiv:2502.07864 v5 · 2025-02-11 · cs.LG · 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{N3HS76Y2IWUSH3K6Y47ZQQ7ICN}

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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

6 papers in Pith

What to Keep, What to Forget: A Rate--Distortion View of Memory Compaction in LLMs and Agents

Ling and Ring 2.6 Technical Report: Efficient and Instant Agentic Intelligence at Trillion-Parameter Scale

YouZhi: Towards High-Concurrency Financial LLMs via Adaptive GQA-to-MLA Transition

VideoMLA: Low-Rank Latent KV Cache for Minute-Scale Autoregressive Video Diffusion

Combating the Memory Walls: Optimization Pathways for Long-Context Agentic LLM Inference

Receipt and verification

First computed	2026-07-05T11:20:09.073499Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6ecf2ffb1a45a923ed5ec73f9843e8135dadb1946080a84463ed33a67b1a7d52

Aliases

arxiv: 2502.07864 · arxiv_version: 2502.07864v5 · doi: 10.48550/arxiv.2502.07864 · pith_short_12: N3HS76Y2IWUS · pith_short_16: N3HS76Y2IWUSH3K6 · pith_short_8: N3HS76Y2

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/N3HS76Y2IWUSH3K6Y47ZQQ7ICN \
  | 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: 6ecf2ffb1a45a923ed5ec73f9843e8135dadb1946080a84463ed33a67b1a7d52

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "05481715f94cc16c04b85adb37f3435e67980c1708aea6839fc6cf8ed6aad9e9",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-11T18:20:18Z",
    "title_canon_sha256": "78b9c6bf6c293e52e8097feffe0782d14a535ec9040f99c17d61f710dea7351e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.07864",
    "kind": "arxiv",
    "version": 5
  }
}