Pith Number

pith:CWGHMEMW

pith:2023:CWGHMEMW4JCPDHENVPUFRVB66U

not attested not anchored not stored refs pending

DoReMi: Optimizing Data Mixtures Speeds Up Language Model Pretraining

Adams Wei Yu, Hanxiao Liu, Hieu Pham, Nan Du, Percy Liang, Quoc V. Le, Sang Michael Xie, Tengyu Ma, Xuanyi Dong, Yifeng Lu

arxiv:2305.10429 v4 · 2023-05-17 · 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{CWGHMEMW4JCPDHENVPUFRVB66U}

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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

Natural Ungrokking: Asymmetric Control of Which Rules Survive Pretraining

HERMES: A Multi-Granularity Labeling Substrate for Pre-training Data Mixtures

Ambient Diffusion Policy: Imitation Learning from Suboptimal Data in Robotics

Llemma: An Open Language Model For Mathematics

Fin-PRM: A Domain-Specialized Process Reward Model for Financial Reasoning in Large Language Models

Receipt and verification

First computed	2026-07-05T07:14:53.564770Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

158c761196e244f19c8dabe858d43ef52a0ef11ef088f26169d956e7b0c0fa27

Aliases

arxiv: 2305.10429 · arxiv_version: 2305.10429v4 · doi: 10.48550/arxiv.2305.10429 · pith_short_12: CWGHMEMW4JCP · pith_short_16: CWGHMEMW4JCPDHEN · pith_short_8: CWGHMEMW

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/CWGHMEMW4JCPDHENVPUFRVB66U \
  | 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: 158c761196e244f19c8dabe858d43ef52a0ef11ef088f26169d956e7b0c0fa27

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "080c8e43d4f39066a368bf7a5ddecb760bc25eb88dd1bc9de7118ce58eb05037",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-17T17:58:13Z",
    "title_canon_sha256": "09e9671ae95ded18ffafdf0c1d0bda7690860ca9c99d28de5eabd68b6b5aa6f0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.10429",
    "kind": "arxiv",
    "version": 4
  }
}