Pith Number

pith:YOQACDHT

pith:2023:YOQACDHTPMQGTAAEEZ2RWR56ME

not attested not anchored not stored refs pending

NEFTune: Noisy Embeddings Improve Instruction Finetuning

Aniruddha Saha, Avi Schwarzschild, Bhavya Kailkhura, Brian R. Bartoldson, Gowthami Somepalli, Hong-Min Chu, John Kirchenbauer, Jonas Geiping, Micah Goldblum, Neel Jain, Ping-yeh Chiang, Tom Goldstein, Yuxin Wen

arxiv:2310.05914 v2 · 2023-10-09 · cs.CL · 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{YOQACDHTPMQGTAAEEZ2RWR56ME}

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

7 papers in Pith

The Hitchhiker's Guide to Agentic AI: From Foundations to Systems

Zephyr: Direct Distillation of LM Alignment

RankZephyr: Effective and Robust Zero-Shot Listwise Reranking is a Breeze!

EAGLE: Speculative Sampling Requires Rethinking Feature Uncertainty

Yi: Open Foundation Models by 01.AI

Receipt and verification

First computed	2026-07-05T06:59:23.287007Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c3a0010cf37b2069800426751b47be613b9924db19a2b9ca44d6e17235782f16

Aliases

arxiv: 2310.05914 · arxiv_version: 2310.05914v2 · doi: 10.48550/arxiv.2310.05914 · pith_short_12: YOQACDHTPMQG · pith_short_16: YOQACDHTPMQGTAAE · pith_short_8: YOQACDHT

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/YOQACDHTPMQGTAAEEZ2RWR56ME \
  | 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: c3a0010cf37b2069800426751b47be613b9924db19a2b9ca44d6e17235782f16

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8959f828f53a513b9677bbcbe8d16953354056b912b65df6c8b2add8c9736631",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-09T17:58:34Z",
    "title_canon_sha256": "7c1f1f92f48c58391f21687343992b45b9bd5f1e2fdcb90dc7f5cd6e4f783d01"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.05914",
    "kind": "arxiv",
    "version": 2
  }
}