Pith Number

pith:QQRGEENY

pith:2025:QQRGEENYTM3ROVF26YBABCYW6J

not attested not anchored not stored refs pending

On the Effect of Instruction Tuning Loss on Generalization

Anwoy Chatterjee, H S V N S Kowndinya Renduchintala, Sumit Bhatia, Tanmoy Chakraborty

arxiv:2507.07817 v2 · 2025-07-10 · cs.CL · cs.AI · 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{QQRGEENYTM3ROVF26YBABCYW6J}

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.

Receipt and verification

First computed	2026-07-05T11:37:25.763473Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

84226211b89b371754baf602008b16f24740cb634e4af6c3b1aa372d023b140b

Aliases

arxiv: 2507.07817 · arxiv_version: 2507.07817v2 · doi: 10.48550/arxiv.2507.07817 · pith_short_12: QQRGEENYTM3R · pith_short_16: QQRGEENYTM3ROVF2 · pith_short_8: QQRGEENY

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/QQRGEENYTM3ROVF26YBABCYW6J \
  | 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: 84226211b89b371754baf602008b16f24740cb634e4af6c3b1aa372d023b140b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bc5b07cfe7e66a7a7bbc108bb18baf00debce6df247ca3171713fb7652c49ec8",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-10T14:46:33Z",
    "title_canon_sha256": "aff5422e09711216e4bd481c50a42d3b0a6e9197fa56ec893833023694b10dbe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.07817",
    "kind": "arxiv",
    "version": 2
  }
}