Pith Number

pith:KSIZGZAD

pith:2020:KSIZGZADEWS4O7FQTXD77UPTFJ

not attested not anchored not stored refs pending

Parameter-Efficient Transfer Learning with Diff Pruning

Alexander M. Rush, Demi Guo, Yoon Kim

arxiv:2012.07463 v2 · 2020-12-14 · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KSIZGZADEWS4O7FQTXD77UPTFJ}

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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

4 papers in Pith

Selective LoRA for Visual Tokens and Attention Heads

Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey

Memory-Efficient Transfer Learning with Fading Side Networks via Masked Dual Path Distillation

MP-ISMoE: Mixed-Precision Interactive Side Mixture-of-Experts for Efficient Transfer Learning

Receipt and verification

First computed	2026-07-05T02:47:40.971415Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

549193640325a5c77cb09dc7ffd1f32a5c77e76c2e566de642f83e0e63f0711b

Aliases

arxiv: 2012.07463 · arxiv_version: 2012.07463v2 · doi: 10.48550/arxiv.2012.07463 · pith_short_12: KSIZGZADEWS4 · pith_short_16: KSIZGZADEWS4O7FQ · pith_short_8: KSIZGZAD

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/KSIZGZADEWS4O7FQTXD77UPTFJ \
  | 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: 549193640325a5c77cb09dc7ffd1f32a5c77e76c2e566de642f83e0e63f0711b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cf35095ef9e75a55fcf4a32325c87cc7cf268a0a3f6d3f0f391080977027ecbb",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2020-12-14T12:34:01Z",
    "title_canon_sha256": "5a1222f18d310011e4dcadada8734f75e499ee61a20128bd466d6616db60de2d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.07463",
    "kind": "arxiv",
    "version": 2
  }
}