Pith Number

pith:A6Z6LFKT

pith:2024:A6Z6LFKTOY4D6UYWFIBML36JWS

not attested not anchored not stored refs pending

First Activations Matter: Training-Free Methods for Dynamic Activation in Large Language Models

Chao Wang, Chi Ma, Chuan Liu, Lei Yu, Mincong Huang, Wei Lin, Ying Zhang, Yujie Wang

arxiv:2408.11393 v1 · 2024-08-21 · cs.CL · cs.LG

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\usepackage{pith}
\pithnumber{A6Z6LFKTOY4D6UYWFIBML36JWS}

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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

1 paper in Pith

CE-LoRA: Computation-Efficient LoRA Fine-Tuning for Language Models

Receipt and verification

First computed	2026-07-05T08:57:43.332836Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

07b3e5955376383f53162a02c5efc9b4b9c7231a2effd51499e26893ffdcde2d

Aliases

arxiv: 2408.11393 · arxiv_version: 2408.11393v1 · doi: 10.48550/arxiv.2408.11393 · pith_short_12: A6Z6LFKTOY4D · pith_short_16: A6Z6LFKTOY4D6UYW · pith_short_8: A6Z6LFKT

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/A6Z6LFKTOY4D6UYWFIBML36JWS \
  | 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: 07b3e5955376383f53162a02c5efc9b4b9c7231a2effd51499e26893ffdcde2d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "47e61c6ca4bdf612ce8ad11d09d70e453cb411907c03a2e0b0facb121486cc0c",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-08-21T07:38:51Z",
    "title_canon_sha256": "2cfdf7f4c8d294d694a1d8d4cdb1b127da97950b2d9450a63e7c9fcb93f3ba58"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.11393",
    "kind": "arxiv",
    "version": 1
  }
}