Pith Number

pith:QFQTTTIN

pith:2024:QFQTTTINDXZHAJOC5PPRSVNENX

not attested not anchored not stored refs pending

The Hidden Attention of Mamba Models

Ameen Ali, Itamar Zimerman, Lior Wolf

arxiv:2403.01590 v2 · 2024-03-03 · 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{QFQTTTINDXZHAJOC5PPRSVNENX}

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

5 papers in Pith

All Routes Lead to Collapse

Density Field State Space Models: 1-Bit Distillation, Efficient Inference, and Knowledge Organization in Mamba-2

Advancing Intelligent Sequence Modeling: Evolution, Trade-offs, and Applications of State- Space Architectures from S4 to Mamba

Jamba: A Hybrid Transformer-Mamba Language Model

Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality

Receipt and verification

First computed	2026-07-05T08:02:51.495990Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

816139cd0d1df27025c2ebdf1955a46de9b80ca6de307223227865c684910e0b

Aliases

arxiv: 2403.01590 · arxiv_version: 2403.01590v2 · doi: 10.48550/arxiv.2403.01590 · pith_short_12: QFQTTTINDXZH · pith_short_16: QFQTTTINDXZHAJOC · pith_short_8: QFQTTTIN

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/QFQTTTINDXZHAJOC5PPRSVNENX \
  | 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: 816139cd0d1df27025c2ebdf1955a46de9b80ca6de307223227865c684910e0b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ed2bb35937b3fb3d317e4100238b7e5a4b7b27e66cb276ca575441226f46846d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-03T18:58:21Z",
    "title_canon_sha256": "ef402acbe24be3841c89ab14aecee6dc5606bc09e49258533df4b965d14e4e62"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.01590",
    "kind": "arxiv",
    "version": 2
  }
}