Pith Number

pith:RTBT5ZVU

pith:2022:RTBT5ZVUU7I5JGP2W2VODY6AM3

not attested not anchored not stored refs pending

Same Pre-training Loss, Better Downstream: Implicit Bias Matters for Language Models

Hong Liu, Sang Michael Xie, Tengyu Ma, Zhiyuan Li

arxiv:2210.14199 v1 · 2022-10-25 · 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{RTBT5ZVUU7I5JGP2W2VODY6AM3}

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

3 papers in Pith

Understanding Layer Patching in Model Size Interpolation

Forgetting in Language Models: Capacity, Optimization, and Self-Generated Replay

A Multimodal 3D Foundation Model for Light Sheet Fluorescence Microscopy Enables Few-Shot Segmentation, Classification, and Deblurring

Receipt and verification

First computed	2026-07-05T05:10:27.286174Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8cc33ee6b4a7d1d499fab6aae1e3c066e85330c7386191441ed188bb8317530e

Aliases

arxiv: 2210.14199 · arxiv_version: 2210.14199v1 · doi: 10.48550/arxiv.2210.14199 · pith_short_12: RTBT5ZVUU7I5 · pith_short_16: RTBT5ZVUU7I5JGP2 · pith_short_8: RTBT5ZVU

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/RTBT5ZVUU7I5JGP2W2VODY6AM3 \
  | 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: 8cc33ee6b4a7d1d499fab6aae1e3c066e85330c7386191441ed188bb8317530e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9890c5bc2a9081c457885c280be224475c16227ee5934b676d4d520d2683a517",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-25T17:45:36Z",
    "title_canon_sha256": "9ec7648eecd8f3e458b36b901560caa9177d8df7e68f896339682826c8e40f0c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.14199",
    "kind": "arxiv",
    "version": 1
  }
}