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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: |
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:
- CUAD — Contract Understanding Atticus Dataset v1, CC BY 4.0. Attribution: The Atticus Project (https://www.atticusprojectai.org/cuad).
- DABstep — CC BY 4.0. Attribution: Adyen (https://huggingface.co/datasets/adyen/DABstep).
- SEC-EDGAR, HTS-Tariffs — US government / public record, no restrictions.
- GovDocs1 — Digital Corpora, distributed for free redistribution.
- SpreadsheetBench/v2 — MIT.
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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