Pith Number

pith:CV6UPV3V

pith:2023:CV6UPV3VSE6I7GQOQGZODCD6C2

not attested not anchored not stored refs pending

Dynamics of Instruction Fine-Tuning for Chinese Large Language Models

Chiyu Song, Jianhao Yan, Yuejiao Fei, Yue Zhang, Zhanchao Zhou, Zhenzhong Lan

arxiv:2310.19651 v3 · 2023-10-30 · 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{CV6UPV3VSE6I7GQOQGZODCD6C2}

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

1 paper in Pith

Enhancing Memory Recall in LLMs with Gauss-Tin: A Hybrid Instructional and Gaussian Replay Approach

Receipt and verification

First computed	2026-07-05T10:22:43.359765Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

157d47d775913c8f9a0e81b2e1887e16af2bc885b3064ac07ff957b9606944c3

Aliases

arxiv: 2310.19651 · arxiv_version: 2310.19651v3 · doi: 10.48550/arxiv.2310.19651 · pith_short_12: CV6UPV3VSE6I · pith_short_16: CV6UPV3VSE6I7GQO · pith_short_8: CV6UPV3V

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/CV6UPV3VSE6I7GQOQGZODCD6C2 \
  | 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: 157d47d775913c8f9a0e81b2e1887e16af2bc885b3064ac07ff957b9606944c3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4169d5fc8f5961ad11bd57e8e0ddc819d40c543f2e00c8301871d848938f0428",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-30T15:37:10Z",
    "title_canon_sha256": "934df2f567610e9f8a1f968b15004c5177191729024c4029d3944cda9a289b1a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.19651",
    "kind": "arxiv",
    "version": 3
  }
}