Pith Number

pith:YBY74ZLM

pith:2020:YBY74ZLM4V6TDIWCOSK2SDRRLH

not attested not anchored not stored refs pending

Efficient Transformers: A Survey

Dara Bahri, Donald Metzler, Mostafa Dehghani, Yi Tay

arxiv:2009.06732 v3 · 2020-09-14 · cs.LG · cs.AI · cs.CL · cs.CV · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YBY74ZLM4V6TDIWCOSK2SDRRLH}

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

14 papers in Pith

When Attention Collapses: Stage-Aware Visual Token Pruning from Structure to Semantics

Ligandformer: A Graph Neural Network for Predicting Compound Property with Robust Interpretation

From Text to Voice: A Reproducible and Verifiable Framework for Evaluating Tool Calling LLM Agents

FlashAttention-3: Fast and Accurate Attention with Asynchrony and Low-precision

H$_2$O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models

Receipt and verification

First computed	2026-07-05T04:04:35.719710Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c071fe656ce57d31a2c27495a90e3159d75976c95b8bd0a62a0419264870a836

Aliases

arxiv: 2009.06732 · arxiv_version: 2009.06732v3 · doi: 10.48550/arxiv.2009.06732 · pith_short_12: YBY74ZLM4V6T · pith_short_16: YBY74ZLM4V6TDIWC · pith_short_8: YBY74ZLM

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/YBY74ZLM4V6TDIWCOSK2SDRRLH \
  | 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: c071fe656ce57d31a2c27495a90e3159d75976c95b8bd0a62a0419264870a836

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "458a847a570df7065c26de18dc613cf8d2ebe4df0d6bb7b1bf06269cd1275a12",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.CV",
      "cs.IR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-09-14T20:38:14Z",
    "title_canon_sha256": "0eb54469d6f4c00e3b13abf9774b6772ce4a15c28503f983fa265eb1297f493a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2009.06732",
    "kind": "arxiv",
    "version": 3
  }
}