Pith Number

pith:VZ7CHIA3

pith:2024:VZ7CHIA3YS6JJKZ3F4W3AO44WM

not attested not anchored not stored refs pending

CompAct: Compressed Activations for Memory-Efficient LLM Training

Assaf Schuster, Nitzan Hodos, Yara Shamshoum, Yuval Sieradzki

arxiv:2410.15352 v2 · 2024-10-20 · cs.LG · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VZ7CHIA3YS6JJKZ3F4W3AO44WM}

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

BOOST: BOttleneck-Optimized Scalable Training Framework for Low-Rank Large Language Models

Receipt and verification

First computed	2026-07-05T10:11:26.764618Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ae7e23a01bc4bc94ab3b2f2db03b9cb314c238cdf9d5ba3e1c50fa497bdd28aa

Aliases

arxiv: 2410.15352 · arxiv_version: 2410.15352v2 · doi: 10.48550/arxiv.2410.15352 · pith_short_12: VZ7CHIA3YS6J · pith_short_16: VZ7CHIA3YS6JJKZ3 · pith_short_8: VZ7CHIA3

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/VZ7CHIA3YS6JJKZ3F4W3AO44WM \
  | 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: ae7e23a01bc4bc94ab3b2f2db03b9cb314c238cdf9d5ba3e1c50fa497bdd28aa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d1896291a929ccf7187cf9af7f06420e2ed33280d00eb514a59a03f351a2c5d8",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-20T10:24:38Z",
    "title_canon_sha256": "10c660e19c582bff4b018c98b3d1af195b9c8b4af41f109ec60fffdd1e489793"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.15352",
    "kind": "arxiv",
    "version": 2
  }
}