Pith Number

pith:F5FWAOGQ

pith:2025:F5FWAOGQMOMNKWULB3ENVPAJIZ

not attested not anchored not stored refs pending

AsyncFlow: An Asynchronous Streaming RL Framework for Efficient LLM Post-Training

Ansheng You, Chenyi Pan, Chunsheng Li, Chunshi Deng, Guang Yang, Haibo Wang, Huazhong Ji, Jianping Wu, Jing Wang, Kui Luo, Menglong Chen, Sicheng Zhang, Wenjie Liu, Wenqi Shi, Xin Huang, Yixiang Zhang, Yu Huang, Zeshun Lan, Zhenyu Han

arxiv:2507.01663 v1 · 2025-07-02 · cs.LG · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{F5FWAOGQMOMNKWULB3ENVPAJIZ}

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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

22 papers in Pith

RolloutPipe: Overlapping Pipelined Rollout and Training in Disaggregated On-Policy LLM Reinforcement Learning

Next-Generation Agentic Reinforcement Learning Systems Enable Self-Evolving Agents

Harnessing Routing Foresight for Micro-step-level MoE load balancing in RL Post-training

Xiaomi-GUI-0 Technical Report

AsyncWebRL: Efficient Multi-Step RL for Visual Web Agents

Receipt and verification

First computed	2026-07-05T11:30:52.806427Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2f4b6038d06398d55a8b0ec8dabc094669021f455f2ba8bff945c17da3fe0bad

Aliases

arxiv: 2507.01663 · arxiv_version: 2507.01663v1 · doi: 10.48550/arxiv.2507.01663 · pith_short_12: F5FWAOGQMOMN · pith_short_16: F5FWAOGQMOMNKWUL · pith_short_8: F5FWAOGQ

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/F5FWAOGQMOMNKWULB3ENVPAJIZ \
  | 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: 2f4b6038d06398d55a8b0ec8dabc094669021f455f2ba8bff945c17da3fe0bad

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a9e6031ed0e2c92aa950d79c25e245fb9ed0fa14f0edf6bee9ff845f719f2b9a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-02T12:45:34Z",
    "title_canon_sha256": "401aeffd81c8bbfc300064943d66524ecdbb609926f6343356fead09d92bb835"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.01663",
    "kind": "arxiv",
    "version": 1
  }
}