Pith Number

pith:EDEZE32Z

pith:2024:EDEZE32ZEZOCYFWHLDWJ6GAERQ

not attested not anchored not stored refs pending

DELIFT: Data Efficient Language model Instruction Fine Tuning

Ishika Agarwal, Krishnateja Killamsetty, Lucian Popa, Marina Danilevksy

arxiv:2411.04425 v3 · 2024-11-07 · 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{EDEZE32ZEZOCYFWHLDWJ6GAERQ}

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

2 papers in Pith

Small Language Models are the Future of Agentic AI

Submodular Ground-Set Pruning: Monotone Tightness and a Non-Monotone Separation

Receipt and verification

First computed	2026-07-05T10:35:40.386830Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

20c9926f59265c2c16c758ec9f18048c02dd37bfdc1f07be9f3ba0da8589fa21

Aliases

arxiv: 2411.04425 · arxiv_version: 2411.04425v3 · doi: 10.48550/arxiv.2411.04425 · pith_short_12: EDEZE32ZEZOC · pith_short_16: EDEZE32ZEZOCYFWH · pith_short_8: EDEZE32Z

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/EDEZE32ZEZOCYFWHLDWJ6GAERQ \
  | 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: 20c9926f59265c2c16c758ec9f18048c02dd37bfdc1f07be9f3ba0da8589fa21

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "323ff22c65a4fb85e53c1b1cb929d6d0d28e3e4b046697e638d276163503c58d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-11-07T04:38:29Z",
    "title_canon_sha256": "7c31cce64d3fd2853361b1b6e9026527ae15cae401c5308df3749f79829f2a62"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.04425",
    "kind": "arxiv",
    "version": 3
  }
}