Pith Number

pith:SLOQYERK

pith:2024:SLOQYERK24JWE3YJNJ5HQEU5OZ

not attested not anchored not stored refs pending

Compact Language Models via Pruning and Knowledge Distillation

Bryan Catanzaro, Jan Kautz, Marcin Chochowski, Mohammad Shoeybi, Mostofa Patwary, Pavlo Molchanov, Raviraj Joshi, Saurav Muralidharan, Sharath Turuvekere Sreenivas

arxiv:2407.14679 v2 · 2024-07-19 · cs.CL · cs.AI · 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{SLOQYERK24JWE3YJNJ5HQEU5OZ}

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

15 papers in Pith

Scaling Laws for Task-Specific LLM Distillation

LLM Compression with Jointly Optimizing Architectural and Quantization choices

Pruning and Distilling Mixture-of-Experts into Dense Language Models

Contribution Weights: A Geometrical Analysis of Self-Attention Transformers

SlimQwen: Exploring the Pruning and Distillation in Large MoE Model Pre-training

Receipt and verification

First computed	2026-07-05T09:30:49.436523Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

92dd0c122ad713626f096a7a78129d7671e678d3b3bb4b3ad61802b1d364326b

Aliases

arxiv: 2407.14679 · arxiv_version: 2407.14679v2 · doi: 10.48550/arxiv.2407.14679 · pith_short_12: SLOQYERK24JW · pith_short_16: SLOQYERK24JWE3YJ · pith_short_8: SLOQYERK

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/SLOQYERK24JWE3YJNJ5HQEU5OZ \
  | 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: 92dd0c122ad713626f096a7a78129d7671e678d3b3bb4b3ad61802b1d364326b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "82f1ae514c88363647c8b000e1faf3386dd97387ef611a4b2cb6612222c207a1",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-19T21:47:57Z",
    "title_canon_sha256": "c867a888aaa20b33c3f81dcef656f7e7d6d711d081f3b8ef5284ba319f5335e0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.14679",
    "kind": "arxiv",
    "version": 2
  }
}