Pith Number
pith:JHBTHPER
pith:2024:JHBTHPERJSLW73X5P4MDIO7RHL
not attested
not anchored
not stored
refs pending
Differentiation and Specialization of Attention Heads via the Refined Local Learning Coefficient
arxiv:2410.02984 v1 · 2024-10-03 · cs.LG · cs.AI
Add to your LaTeX paper
\usepackage{pith}
\pithnumber{JHBTHPERJSLW73X5P4MDIO7RHL}
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Record completeness
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Bitcoin timestamp
2
Internet Archive
3
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claim
4
Citations
5
Replications
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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
Receipt and verification
| First computed | 2026-07-05T09:15:42.533949Z |
|---|---|
| Builder | pith-number-builder-2026-05-17-v1 |
| Signature | Pith Ed25519
(pith-v1-2026-05) · public key |
| Schema | pith-number/v1.0 |
Canonical hash
49c333bc914c976feefd7f18343bf13add20dd7b55f9e4096941cce680658ffc
Aliases
· · · · ·Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/JHBTHPERJSLW73X5P4MDIO7RHL \
| 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: 49c333bc914c976feefd7f18343bf13add20dd7b55f9e4096941cce680658ffc
Canonical record JSON
{
"metadata": {
"abstract_canon_sha256": "9144b584c4f297073794f93d0d78ac5783c07ead8ccf0604747e262b94950949",
"cross_cats_sorted": [
"cs.AI"
],
"license": "http://creativecommons.org/licenses/by/4.0/",
"primary_cat": "cs.LG",
"submitted_at": "2024-10-03T20:51:02Z",
"title_canon_sha256": "f18912a91f56cf32df4bd78d45cd3a9d6e5c531d02851eb6502710857afb23da"
},
"schema_version": "1.0",
"source": {
"id": "2410.02984",
"kind": "arxiv",
"version": 1
}
}