Pith Number

pith:4OYOAVSF

pith:2020:4OYOAVSFGG5O7C7LMVVHFNXRE3

not attested not anchored not stored refs pending

Accelerating Training of Transformer-Based Language Models with Progressive Layer Dropping

Minjia Zhang, Yuxiong He

arxiv:2010.13369 v1 · 2020-10-26 · 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{4OYOAVSFGG5O7C7LMVVHFNXRE3}

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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

1 paper in Pith

Eliciting Latent Predictions from Transformers with the Tuned Lens

Receipt and verification

First computed	2026-07-05T01:46:05.492335Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e3b0e0564531baef8beb656a72b6f126f6d53ec125aead414a7aa9aaf5024266

Aliases

arxiv: 2010.13369 · arxiv_version: 2010.13369v1 · doi: 10.48550/arxiv.2010.13369 · pith_short_12: 4OYOAVSFGG5O · pith_short_16: 4OYOAVSFGG5O7C7L · pith_short_8: 4OYOAVSF

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/4OYOAVSFGG5O7C7LMVVHFNXRE3 \
  | 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: e3b0e0564531baef8beb656a72b6f126f6d53ec125aead414a7aa9aaf5024266

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e22e2a6be24fe95c3a4cc5af4729680421350f8d33df60b4619b789d6dc79c0e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-10-26T06:50:07Z",
    "title_canon_sha256": "30ffca25a6805203e68c8d708c382c79eb8b4867c3e768142ad3b5e1a46acf3a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.13369",
    "kind": "arxiv",
    "version": 1
  }
}