Pith Number

pith:SW2PVQOY

pith:2025:SW2PVQOYYPLFBPAKMY75FNBCE3

not attested not anchored not stored refs pending

History Rhymes: Accelerating LLM Reinforcement Learning with RhymeRL

Dong Du, Erhu Feng, Haibo Chen, Jingkai He, Qian Liu, Tao Liu, Tianjian Li, Yubin Xia

arxiv:2508.18588 v1 · 2025-08-26 · cs.LG · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SW2PVQOYYPLFBPAKMY75FNBCE3}

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

15 papers in Pith

EfficientRollout: System-Aware Self-Speculative Decoding for RL Rollouts

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

Libra: Efficient Resource Management for Agentic RL Post-Training

ROSE: Rollout On Serving GPUs via Cooperative Elasticity for Agentic RL

AstraFlow: Dataflow-Oriented Reinforcement Learning for Agentic LLMs

Receipt and verification

First computed	2026-07-05T11:59:27.251636Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

95b4fac1d8c3d650bc0a663fd2b42226e01d52e9cd3fcf04af2a49aee4368b21

Aliases

arxiv: 2508.18588 · arxiv_version: 2508.18588v1 · doi: 10.48550/arxiv.2508.18588 · pith_short_12: SW2PVQOYYPLF · pith_short_16: SW2PVQOYYPLFBPAK · pith_short_8: SW2PVQOY

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/SW2PVQOYYPLFBPAKMY75FNBCE3 \
  | 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: 95b4fac1d8c3d650bc0a663fd2b42226e01d52e9cd3fcf04af2a49aee4368b21

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9d9444e9470d8b8c1ddcfec46bd535f120908772df5290aff4e7de9d7fa9e0ca",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-26T01:42:46Z",
    "title_canon_sha256": "48530c9c413889ec8b04ddcd7fcefcd050b0d06467b469db3c68415a1f4c891e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.18588",
    "kind": "arxiv",
    "version": 1
  }
}