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Pith Number

pith:FQLRKD3L

pith:2024:FQLRKD3LEAECLYPMIRUQ7AC74D
not attested not anchored not stored refs pending

SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks

Hyungjun Kim, Jae-Joon Kim, Jiwon Song, Kyungseok Oh, Taesu Kim, Yulhwa Kim

arxiv:2402.09025 v6 · 2024-02-14 · 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{FQLRKD3LEAECLYPMIRUQ7AC74D}

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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

5 papers in Pith

DOT-MoE: Differentiable Optimal Transport for MoEfication
TAPIOCA: Why Task- Aware Pruning Improves OOD model Capability
No Free Swap: Protocol-Dependent Layer Redundancy in Transformers
On the Limits of Layer Pruning for Generative Reasoning in Large Language Models
Understanding Performance Collapse in Layer-Pruned Large Language Models via Decision Representation Transitions
Receipt and verification
First computed 2026-07-05T09:48:31.230289Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

2c17150f6b200825e1ec44690f805fe0fbf014bbcde604728d11a0e31ebfee53

Aliases

arxiv: 2402.09025 · arxiv_version: 2402.09025v6 · doi: 10.48550/arxiv.2402.09025 · pith_short_12: FQLRKD3LEAEC · pith_short_16: FQLRKD3LEAECLYPM · pith_short_8: FQLRKD3L
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/FQLRKD3LEAECLYPMIRUQ7AC74D \
  | 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: 2c17150f6b200825e1ec44690f805fe0fbf014bbcde604728d11a0e31ebfee53
Canonical record JSON 
{
  "metadata": {
    "abstract_canon_sha256": "533c6a166a483b8ee634e345b56b1c4ec8375d436c0a708fc055c47636699b49",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-14T09:01:13Z",
    "title_canon_sha256": "b88fdcb82721b0a8988eedcb066339ca0102663ccc76a28f79f61ee0e5ceaed4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.09025",
    "kind": "arxiv",
    "version": 6
  }
}