Pith Number

pith:VITLZQIE

pith:2024:VITLZQIEI6MJTI5PTBL2DQA26E

not attested not anchored not stored refs pending

Investigating Layer Importance in Large Language Models

Kenji Kawaguchi, Yanfei Dong, Yang Zhang

arxiv:2409.14381 v1 · 2024-09-22 · cs.CL · cs.LG

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\usepackage{pith}
\pithnumber{VITLZQIEI6MJTI5PTBL2DQA26E}

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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

6 papers in Pith

Is One Layer Enough? Training A Single Transformer Layer Can Match Full-Parameter RL Training

RAP: Runtime Adaptive Pruning for LLM Inference

You Had One Job: Per-Task Quantization Using LLMs' Hidden Representations

Statistically-Lossless Quantization of Large Language Models

Receipt and verification

First computed	2026-07-05T09:10:15.844519Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aa26bcc104479899a3af9857a1c01af10ec5f5d354da4634de1f82fb9990ccae

Aliases

arxiv: 2409.14381 · arxiv_version: 2409.14381v1 · doi: 10.48550/arxiv.2409.14381 · pith_short_12: VITLZQIEI6MJ · pith_short_16: VITLZQIEI6MJTI5P · pith_short_8: VITLZQIE

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/VITLZQIEI6MJTI5PTBL2DQA26E \
  | 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: aa26bcc104479899a3af9857a1c01af10ec5f5d354da4634de1f82fb9990ccae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1f6363af75ae8ea0f4d3ed808a79280936b1ee82c904f5851ffb5b45bb82b708",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-09-22T09:53:13Z",
    "title_canon_sha256": "cbb2bed4e44f24b9f4754f9e705055c359c1918e5848f5db88090c685c15a864"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.14381",
    "kind": "arxiv",
    "version": 1
  }
}