Pith Number

pith:P4GUNJ2Z

pith:2024:P4GUNJ2ZIR5ZBHVODMM6GOWR3C

not attested not anchored not stored refs pending

Enabling High-Sparsity Foundational Llama Models with Efficient Pretraining and Deployment

Abhay Gupta, Abhinav Agarwalla, Alexandre Marques, Dan Alistarh, Eldar Kurtic, Kevin Leong, Mahmoud Salem, Mark Kurtz, Michael Goin, Sean Lie, Shubhra Pandit, Tuan Nguyen

arxiv:2405.03594 v1 · 2024-05-06 · cs.CL · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{P4GUNJ2ZIR5ZBHVODMM6GOWR3C}

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

1 paper in Pith

When Data Is Scarce: Scaling Sparse Language Models with Repeated Training

Receipt and verification

First computed	2026-07-05T08:16:04.960763Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7f0d46a759447b909eae1b19e33ad1d8866f4fbaa12d466eddc6814c83ed3ab3

Aliases

arxiv: 2405.03594 · arxiv_version: 2405.03594v1 · doi: 10.48550/arxiv.2405.03594 · pith_short_12: P4GUNJ2ZIR5Z · pith_short_16: P4GUNJ2ZIR5ZBHVO · pith_short_8: P4GUNJ2Z

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/P4GUNJ2ZIR5ZBHVODMM6GOWR3C \
  | 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: 7f0d46a759447b909eae1b19e33ad1d8866f4fbaa12d466eddc6814c83ed3ab3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "50f37e9d3db00d86cd07b4cf00b81c2534d66b83b28026a6d8e96608985305f5",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-05-06T16:03:32Z",
    "title_canon_sha256": "93ad91e60e417f78d87d738cb280baf48b2bc6835befc7ed5312b8dba6851fec"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.03594",
    "kind": "arxiv",
    "version": 1
  }
}