Pith Number

pith:H2IJ2QYI

pith:2023:H2IJ2QYI5J4EF2H2L2W4PZ5ETH

not attested not anchored not stored refs pending

MoDS: Model-oriented Data Selection for Instruction Tuning

Chengqing Zong, Jiajun Zhang, Qianlong Du

arxiv:2311.15653 v1 · 2023-11-27 · 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{H2IJ2QYI5J4EF2H2L2W4PZ5ETH}

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

5 papers in Pith

Unifying Data, Memory, and Compute Efficiency in LLM training: A Survey

MADS: Model-Aware Diverse Core Set Selection for Instruction Tuning

Dynamic Proxy-Mixing: Transferring Replay Controllers from Small to Large Models for Continual Instruction Tuning

NVILA: Efficient Frontier Visual Language Models

Step-Video-T2V Technical Report: The Practice, Challenges, and Future of Video Foundation Model

Receipt and verification

First computed	2026-07-05T07:17:07.579517Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3e909d4308ea7842e8fa5eadc7e7a499e961d9aab87db032a7a89d12cb356fca

Aliases

arxiv: 2311.15653 · arxiv_version: 2311.15653v1 · doi: 10.48550/arxiv.2311.15653 · pith_short_12: H2IJ2QYI5J4E · pith_short_16: H2IJ2QYI5J4EF2H2 · pith_short_8: H2IJ2QYI

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/H2IJ2QYI5J4EF2H2L2W4PZ5ETH \
  | 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: 3e909d4308ea7842e8fa5eadc7e7a499e961d9aab87db032a7a89d12cb356fca

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4e7359ae9a16c3b4ddf1fc09b0cea4065728e579e586c6e053e3b8138ff91330",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-11-27T09:33:13Z",
    "title_canon_sha256": "ba7746440afb8e39db77fae31c8f535cc584361789df19c3a47321e514ab3956"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.15653",
    "kind": "arxiv",
    "version": 1
  }
}