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Product Training Materials
Material ID: TRN-0026
Training Topic: Product Introduction)
Trainer: Training Expert 3
Created On: 2024-08-07
Training Content:
Core Modules: 14
Knowledge Points: 25 items
Case Studies: 6
Frequently Asked Questions: 28
Learning Objectives:
Mastery Level: 97%
Application Ability: 60%
Certification Pass Rate: 75%
Training Resources:
Video Duration: 100 minutes
Document Pages: 63 pages
Interactive Exercises: 16
Reference Materials: 10 copies
Effectiveness Evaluation:
Learner Satisfaction: 69/100
Learning Efficiency: 40% improvement
Knowledge Retention Rate: 48%
Update Plan:
Next Update: 2024-02-14
Update Content: New feature demonstrations, additional case studies, and FAQ updates
Product Training Materials
Material ID: TRN-0032
Training Topic: Product Introduction)
Trainer: Training Expert 1
Created On: 2024-06-04
Training Content:
Core Modules: 7
Knowledge Points: 57 items
Case Studies: 13
Frequently Asked Questions: 22
Learning Objectives:
Mastery Level: 72%
Application Ability: 87%
Certification Pass Rate: 70%
Training Resources:
Video Duration: 67 minutes
Document Pages: 66 pages
Interactive Exercises: 12
Reference Materials: 9 copies
Effectiveness Evaluation:
Learner Satisfaction: 83/100
Learning Efficiency: 46% improvement
Knowledge Retention Rate: 69%
Update Plan:
Next Update: 2024-11-20
Update Content: New feature demonstrations, additional case studies, and FAQ updates
Product Training Materials
Material ID: TRN-0047
Training Topic: Product Introduction)
Trainer: Training Expert 4
Created On: 2024-04-04
Training Content:
Core Modules: 10
Knowledge Points: 44 items
Case Studies: 5
Frequently Asked Questions: 21
Learning Objectives:
Mastery Level: 83%
Application Ability: 81%
Certification Pass Rate: 82%
Training Resources:
Video Duration: 83 minutes
Document Pages: 41 pages
Interactive Exercises: 9
Reference Materials: 13 copies
Effectiveness Evaluation:
Learner Satisfaction: 70/100
Learning Efficiency: -15% improvement
Knowledge Retention Rate: 32%
Update Plan:
Next Update: 2024-11-09
Update Content: New feature demonstrations, additional case studies, and FAQ updates
Product Training Materials
Material ID: TRN-0013
Training Topic: Product Introduction)
Trainer: Training Expert 2
Created On: 2024-07-20
Training Content:
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Apex-R1 Real-World Benchmark Documents

This dataset stores real-world document/data assets collected for Apex-R1 synthetic long-horizon agentic RL workspace generation.

The files are intended as seed workspace materials, not as benchmark task labels. They can be injected into APEX-style filesystem/ or .apps_data/ environments to create more realistic and diverse professional-domain tasks.

Contents

benchmark_documents/
  EnterpriseBench/       # CRM invoices, support docs, HR resumes (PDF)
  LongDA/                # US gov survey codebooks (NHANES, GSS, CPS)
  OfficeQA/              # Treasury Bulletin assets
  Workspace-Bench/       # md/json/xlsx/txt/docx office mix
  # --- tranche-1 (added 2026-07-09) ---
  SEC-EDGAR/             # 10-K filings + exhibits + 10-K/A amendments (12 tickers)
  HTS-Tariffs/           # USITC tariff schedule, revisions 9/10/11 (JSON/CSV/XLSX/PDF)
  CUAD/                  # 510 commercial contract PDFs + clause annotations
  DABstep/               # anonymized payments data + policy manual
  GovDocs1/              # .gov distractor/haystack pool (thread 000)
  SpreadsheetBench/
    v2/                  # workflow-level business workbooks (MIT)

Each tranche-1 source directory carries a PROVENANCE.md documenting its origin, fetch date, license tier, and rationale. Fetch scripts are versioned in the Apex-R1 repo under scripts/corpus_sources/.

Intended Use

Use these files as external real-world documents when synthesizing new workspaces/tasks for Apex-R1. Do not copy benchmark task prompts, rubrics, or answers into training examples. The intended use is to enrich the environment with realistic documents so agents must discover, retrieve, and reason over workspace materials.

Licensing and Attribution

This repository aggregates sources under multiple licenses (hence the top-level license: other); the per-source PROVENANCE.md files are authoritative. Notable requirements:

Only publicly redistributable sources are published here. SpreadsheetBench v1 (forum-sourced workbooks, not per-file rights-cleared) is deliberately excluded from this public dataset and retained only as internal seed material.

Provenance

The original pack (EnterpriseBench, LongDA, OfficeQA, Workspace-Bench) was assembled from publicly accessible benchmark/document sources discussed in the Apex-R1 project notes. Tranche-1 sources (SEC-EDGAR, HTS-Tariffs, CUAD, DABstep, GovDocs1, SpreadsheetBench v2) were added 2026-07-09 to introduce real long-tail messiness — multi-file filing bundles with amendment version conflicts, revision-dated tariff schedules, long contract PDFs, dense-workbook spreadsheets, and distractor padding — for harder task generation.

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