Pith Number

pith:VM2FN2YZ

pith:2025:VM2FN2YZPZ7FBEHQZ2DFI5Z3NH

not attested not anchored not stored refs pending

Infinity Instruct: Scaling Instruction Selection and Synthesis to Enhance Language Models

Bo-Wen Zhang, Boyan Gao, Guang Liu, Hanyu Zhao, Jijie Li, Liangdong Wang, Li Du, Yonghua Lin

arxiv:2506.11116 v1 · 2025-06-09 · cs.CL · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VM2FN2YZPZ7FBEHQZ2DFI5Z3NH}

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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

12 papers in Pith

mllm-shap: A Shapley Value Explainability Platform for Text-Audio Multimodal Large Language Models

Enhancing Fitness Intelligence through Domain-Specific LLM Post-Training

Language Generation as Optimal Control: Closed-Loop Diffusion in Latent Control Space

EdgeRazor: A Lightweight Framework for Large Language Models via Mixed-Precision Quantization-Aware Distillation

ShareChat: A Dataset of Chatbot Conversations in the Wild

Receipt and verification

First computed	2026-07-05T11:20:59.725514Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ab3456eb197e7e5090f0ce8654773b69f4656eaa9a87b1db070cfd2ad08c50b1

Aliases

arxiv: 2506.11116 · arxiv_version: 2506.11116v1 · doi: 10.48550/arxiv.2506.11116 · pith_short_12: VM2FN2YZPZ7F · pith_short_16: VM2FN2YZPZ7FBEHQ · pith_short_8: VM2FN2YZ

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/VM2FN2YZPZ7FBEHQZ2DFI5Z3NH \
  | 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: ab3456eb197e7e5090f0ce8654773b69f4656eaa9a87b1db070cfd2ad08c50b1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "af84c1a9fd0f330070e3853050400f4a7665721221e2af2871f1d788e2dbd795",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-09T06:37:15Z",
    "title_canon_sha256": "d00ac5d7961b58d2f7cd428ad2f04a802737e7f8bc8e28f91042ce271cf328c4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.11116",
    "kind": "arxiv",
    "version": 1
  }
}