Pith Number

pith:2QAR4YWF

pith:2023:2QAR4YWFPB5B3ZXPFYWED4II2A

not attested not anchored not stored refs pending

Towards Efficient Fine-tuning of Pre-trained Code Models: An Experimental Study and Beyond

Dongmei Zhang, Ensheng Shi, Hongbin Sun, Hongyu Zhang, Lun Du, Shi Han, Yanlin Wang

arxiv:2304.05216 v1 · 2023-04-11 · cs.SE · cs.AI · 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{2QAR4YWFPB5B3ZXPFYWED4II2A}

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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

Condense, Don't Just Prune: Enhancing Efficiency and Performance in MoE Layer Pruning

Receipt and verification

First computed	2026-07-05T05:59:57.301738Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d4011e62c5787a1de6ef2e2c41f108d02203e343555d556f0e0fb53bdf60856d

Aliases

arxiv: 2304.05216 · arxiv_version: 2304.05216v1 · doi: 10.48550/arxiv.2304.05216 · pith_short_12: 2QAR4YWFPB5B · pith_short_16: 2QAR4YWFPB5B3ZXP · pith_short_8: 2QAR4YWF

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/2QAR4YWFPB5B3ZXPFYWED4II2A \
  | 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: d4011e62c5787a1de6ef2e2c41f108d02203e343555d556f0e0fb53bdf60856d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2b44a97b32209e906cc592cd85303e328f43c9c37b7c583b4ef87f36e8cc6256",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-04-11T13:34:13Z",
    "title_canon_sha256": "6c10f322c692c2b6dbb2aba70a0f4e1ace410507109aad5f84894915f64dd43c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.05216",
    "kind": "arxiv",
    "version": 1
  }
}