Pith Number

pith:LG7OXAUU

pith:2024:LG7OXAUU3ZVQSV3APGNC5WAJ63

not attested not anchored not stored refs pending

CMR Scaling Law: Predicting Critical Mixture Ratios for Continual Pre-training of Language Models

Chuanghao Ding, Fei Tan, Jiawei Gu, Rui Zhao, Zacc Yang

arxiv:2407.17467 v2 · 2024-07-24 · 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{LG7OXAUU3ZVQSV3APGNC5WAJ63}

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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

2 papers in Pith

A Practice of Post-Training on Llama-3 70B with Optimal Selection of Additional Language Mixture Ratio

From Text to Voice: A Reproducible and Verifiable Framework for Evaluating Tool Calling LLM Agents

Receipt and verification

First computed	2026-07-05T09:16:51.638296Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

59beeb8294de6b095760799a2ed809f6f7d07d8af90d1456250d81e6c371e660

Aliases

arxiv: 2407.17467 · arxiv_version: 2407.17467v2 · doi: 10.48550/arxiv.2407.17467 · pith_short_12: LG7OXAUU3ZVQ · pith_short_16: LG7OXAUU3ZVQSV3A · pith_short_8: LG7OXAUU

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/LG7OXAUU3ZVQSV3APGNC5WAJ63 \
  | 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: 59beeb8294de6b095760799a2ed809f6f7d07d8af90d1456250d81e6c371e660

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9542e36b90503706846624e34ed9b5321862547854b9980ee02ee2aeb0317f96",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-24T17:59:02Z",
    "title_canon_sha256": "e0f0e29612fe5f86090864b3f846c26afda36196d058751d48b9f28a9dbc9c9a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.17467",
    "kind": "arxiv",
    "version": 2
  }
}