Pith Number

pith:CKWL7ZDS

pith:2025:CKWL7ZDS2ZXJWSBN4VUU5MZRIF

not attested not anchored not stored refs pending

Llamba: Scaling Distilled Recurrent Models for Efficient Language Processing

Albert Gu, Arjun Desai, Aviv Bick, Nimit Sohoni, Tobias Katsch

arxiv:2502.14458 v2 · 2025-02-20 · cs.LG · cs.AI

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\usepackage{pith}
\pithnumber{CKWL7ZDS2ZXJWSBN4VUU5MZRIF}

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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

7 papers in Pith

The Key to Going Linear: Analysis-Driven Transformer Linearization

Morphing into Hybrid Attention Models

Contribution Weights: A Geometrical Analysis of Self-Attention Transformers

SpikingMamba: Towards Energy-Efficient Large Language Models via Knowledge Distillation from Mamba

MAR: Efficient Large Language Models via Module-aware Architecture Refinement

Receipt and verification

First computed	2026-07-05T10:18:51.273705Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

12acbfe472d66e9b482de5694eb331415f79becf7938268e643af78eb131b2af

Aliases

arxiv: 2502.14458 · arxiv_version: 2502.14458v2 · doi: 10.48550/arxiv.2502.14458 · pith_short_12: CKWL7ZDS2ZXJ · pith_short_16: CKWL7ZDS2ZXJWSBN · pith_short_8: CKWL7ZDS

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/CKWL7ZDS2ZXJWSBN4VUU5MZRIF \
  | 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: 12acbfe472d66e9b482de5694eb331415f79becf7938268e643af78eb131b2af

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6cdc2cb7d205d50f312133f2d29c2e5d2984d2f0cb5c8affb6edbab9bae380e0",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-20T11:18:39Z",
    "title_canon_sha256": "499b69e1616b348e3ec865f1cf13ad427827e0f1eade0e3802164b20c007981e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.14458",
    "kind": "arxiv",
    "version": 2
  }
}