Pith Number

pith:45M2N62O

pith:2024:45M2N62OPEAO6OJHA2TMFH3R2E

not attested not anchored not stored refs pending

Q-Sparse: All Large Language Models can be Fully Sparsely-Activated

Furu Wei, Hongyu Wang, Ruiping Wang, Shuming Ma

arxiv:2407.10969 v3 · 2024-07-15 · cs.CL · cs.LG

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\usepackage{pith}
\pithnumber{45M2N62OPEAO6OJHA2TMFH3R2E}

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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

2 papers in Pith

RT-Lynx: Putting the GEMM Sparsity In a Right Way for Diffusion Models

Motivating Next-Gen Accelerators with Flexible (N:M) Activation Sparsity via Benchmarking Lightweight Post-Training Sparsification Approaches

Receipt and verification

First computed	2026-07-05T08:47:54.623213Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e759a6fb4e7900ef392706a6c29f71d1192d8adb2e6ab2eef5ce025e7b60b3dc

Aliases

arxiv: 2407.10969 · arxiv_version: 2407.10969v3 · doi: 10.48550/arxiv.2407.10969 · pith_short_12: 45M2N62OPEAO · pith_short_16: 45M2N62OPEAO6OJH · pith_short_8: 45M2N62O

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/45M2N62OPEAO6OJHA2TMFH3R2E \
  | 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: e759a6fb4e7900ef392706a6c29f71d1192d8adb2e6ab2eef5ce025e7b60b3dc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fae982f4303cb4d29ce2311c788b3ab9cf7289c3c14f7e05582f7dbcc0e24a29",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-15T17:59:29Z",
    "title_canon_sha256": "200f670f58b397f45de0035841a74a798b51469366f9491054a348de7e6c1398"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.10969",
    "kind": "arxiv",
    "version": 3
  }
}