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Pith Number

pith:B5MLVYKF

pith:2025:B5MLVYKFFLRIURBVZDHABBHPO6
not attested not anchored not stored refs pending

AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy

Bryan Catanzaro, Chankyu Lee, Mohammad Shoeybi, Wei Ping, Yang Chen, Zhuolin Yang, Zihan Liu

arxiv:2506.13284 v1 · 2025-06-16 · cs.CL · cs.AI · 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{B5MLVYKFFLRIURBVZDHABBHPO6}

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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

17 papers in Pith

Architecture-Aware Reinforcement Learning Makes Sliding-Window Attention Competitive in Math Reasoning
Trust Region On-Policy Distillation
Post-Trained MoE Can Skip Half Experts via Self-Distillation
Entropy-KL Divergence-based Token Masking: A Novel Approach for Selective Fine-tuning of Large Language Models
MapTab: Are MLLMs Ready for Multi-Criteria Route Planning in Heterogeneous Graphs?
Receipt and verification
First computed 2026-07-05T11:22:08.062822Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

0f58bae1452ae28a4435c8ce0084ef77922f07c81a4ccbddfb48d5080516988a

Aliases

arxiv: 2506.13284 · arxiv_version: 2506.13284v1 · doi: 10.48550/arxiv.2506.13284 · pith_short_12: B5MLVYKFFLRI · pith_short_16: B5MLVYKFFLRIURBV · pith_short_8: B5MLVYKF
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/B5MLVYKFFLRIURBVZDHABBHPO6 \
  | 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: 0f58bae1452ae28a4435c8ce0084ef77922f07c81a4ccbddfb48d5080516988a
Canonical record JSON 
{
  "metadata": {
    "abstract_canon_sha256": "8289938f64885930eb98e36819a3677bd950fafda64496a2c714625c562e1028",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-16T09:27:48Z",
    "title_canon_sha256": "06e4a19a61155bc10483adb86555a831fae823abfeef854ed850e8f73b62eb00"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.13284",
    "kind": "arxiv",
    "version": 1
  }
}