Pith Number

pith:PVWAVXLR

pith:2024:PVWAVXLRURM45KC4LU4VKQJV74

not attested not anchored not stored refs pending

You can remove GPT2's LayerNorm by fine-tuning

Stefan Heimersheim

arxiv:2409.13710 v2 · 2024-09-06 · 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{PVWAVXLRURM45KC4LU4VKQJV74}

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

Interactions Between Crosscoder Features: A Compact Proofs Perspective

Key and Value Weights Are Probably All You Need: On the Necessity of the Query, Key, Value weight Triplet in Self-Attention Transformers

Receipt and verification

First computed	2026-07-05T09:36:48.229607Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7d6c0add71a459cea85c5d39554135ff288ec722d9e6272711bdbb0c40cd9613

Aliases

arxiv: 2409.13710 · arxiv_version: 2409.13710v2 · doi: 10.48550/arxiv.2409.13710 · pith_short_12: PVWAVXLRURM4 · pith_short_16: PVWAVXLRURM45KC4 · pith_short_8: PVWAVXLR

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/PVWAVXLRURM45KC4LU4VKQJV74 \
  | 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: 7d6c0add71a459cea85c5d39554135ff288ec722d9e6272711bdbb0c40cd9613

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "22bd7113140f3ecb78577e035cf240892535776de4be05b339de8416a1586e6b",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-09-06T16:17:06Z",
    "title_canon_sha256": "ac292f47eb14172372f7c3e04c40edb3af6f050c4ff47d94cb25dc81aff54c06"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.13710",
    "kind": "arxiv",
    "version": 2
  }
}