Pith Number

pith:V52MEJML

pith:2024:V52MEJMLLIHK76JBDO7XRVUXMI

not attested not anchored not stored refs pending

The Fine Line: Navigating Large Language Model Pretraining with Down-streaming Capability Analysis

Chen Yang, Ge Zhang, Haoran Zhang, Jiaheng Liu, Junzhuo Li, Ruibin Yuan, Shawn Yue, Songyang Gao, Stephen W. Huang, Xingwei Qu, Xinrun Du, Xinyao Niu, Yizhi Li, Zhaoliang Chen

arxiv:2404.01204 v3 · 2024-04-01 · 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{V52MEJMLLIHK76JBDO7XRVUXMI}

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

TrajTok: Adaptive Spatial Tokenization for Trajectory Representation Learning

Receipt and verification

First computed	2026-07-05T09:31:44.773803Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

af74c2258b5a0eaff9211bbf78d69762343fa31aa61d94fcc0928dd6e40bf700

Aliases

arxiv: 2404.01204 · arxiv_version: 2404.01204v3 · doi: 10.48550/arxiv.2404.01204 · pith_short_12: V52MEJMLLIHK · pith_short_16: V52MEJMLLIHK76JB · pith_short_8: V52MEJML

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/V52MEJMLLIHK76JBDO7XRVUXMI \
  | 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: af74c2258b5a0eaff9211bbf78d69762343fa31aa61d94fcc0928dd6e40bf700

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7bb7f1d40a064e442bcee9ee9980c35abf719a3f4cdea286166825333c677752",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-04-01T16:00:01Z",
    "title_canon_sha256": "8a7e8deb75be02f0fe8df779bb687bb5d99fb8e7ede955780123029e37fdc4a7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.01204",
    "kind": "arxiv",
    "version": 3
  }
}