Pith Number

pith:K4HR227Y

pith:2024:K4HR227YVURJOW7POYILPLXJLO

not attested not anchored not stored refs pending

Zamba: A Compact 7B SSM Hybrid Model

Adam Ibrahim, Beren Millidge, James Whittington, Jonathan Pilault, Paolo Glorioso, Quentin Anthony, Yury Tokpanov

arxiv:2405.16712 v1 · 2024-05-26 · cs.LG · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{K4HR227YVURJOW7POYILPLXJLO}

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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

27 papers in Pith

ZONOS2 Technical Report

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Zamba2-VL Technical Report

ZONOS2 Technical Report

Morphing into Hybrid Attention Models

Receipt and verification

First computed	2026-07-05T08:23:34.371322Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

570f1d6bf8ad22975bef7610b7aee95bb4adc5a73175ba695b9a585b122ceed1

Aliases

arxiv: 2405.16712 · arxiv_version: 2405.16712v1 · doi: 10.48550/arxiv.2405.16712 · pith_short_12: K4HR227YVURJ · pith_short_16: K4HR227YVURJOW7P · pith_short_8: K4HR227Y

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/K4HR227YVURJOW7POYILPLXJLO \
  | 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: 570f1d6bf8ad22975bef7610b7aee95bb4adc5a73175ba695b9a585b122ceed1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ddc6862c0d840afd63dda8cef8c05a2128b09827ededaf2e6231aec0d2f58eec",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-26T22:23:02Z",
    "title_canon_sha256": "10402e7c3b8318e16b9aab7ef77e92a298d87dbcc9984c6afcfa9e75286896f3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.16712",
    "kind": "arxiv",
    "version": 1
  }
}