Pith Number

pith:HWIH77GJ

pith:2024:HWIH77GJWPGDEHE4L3UMYHV656

not attested not anchored not stored refs pending

Turbo Sparse: Achieving LLM SOTA Performance with Minimal Activated Parameters

Bo Wen, Haibo Chen, Haotong Xie, Li Ma, Yixin Song, Zeyu Mi, Zhengyan Zhang

arxiv:2406.05955 v2 · 2024-06-10 · 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{HWIH77GJWPGDEHE4L3UMYHV656}

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

3 papers in Pith

Expand More, Shrink Less: Shaping Effective-Rank Dynamics for Dense Scaling in Recommendation

Bug or Feature$^2$: Weight Drift, Activation Sparsity and Spikes

Receipt and verification

First computed	2026-07-05T08:30:14.338354Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3d907ffcc9b3cc321c9c5ee8cc1ebeef87bcec617a76deac60315fb5e9484e9c

Aliases

arxiv: 2406.05955 · arxiv_version: 2406.05955v2 · doi: 10.48550/arxiv.2406.05955 · pith_short_12: HWIH77GJWPGD · pith_short_16: HWIH77GJWPGDEHE4 · pith_short_8: HWIH77GJ

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/HWIH77GJWPGDEHE4L3UMYHV656 \
  | 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: 3d907ffcc9b3cc321c9c5ee8cc1ebeef87bcec617a76deac60315fb5e9484e9c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d55bfe05c337ea4c4a4d3f6e149f15c8dd5b9e77573ef83afc33f48397344d26",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-10T01:21:59Z",
    "title_canon_sha256": "70176add968ceed938db7fba365cc3640a4a6db1363709cc4d67090344558c00"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.05955",
    "kind": "arxiv",
    "version": 2
  }
}