README.md

---
task_categories:
- text-generation
language:
- en
pretty_name: "Ox Alpha Chat Traces"
tags:
- "conversational"
- "distillation"
- "teich"
- "stealth/ox-alpha"
configs:
- config_name: default
  data_files:
  - split: train
    path: "*.jsonl"
---
# Ox Alpha - 10k 

10,005 single-turn prompts for text-response teacher generation

Each row carries `id`, `category`, `subcategory`

All data was gathered using `stealth/ox-alpha` via OpenRouter (reasoning effort high)

## Topic distribution

| Category | Rows | Share |
|---|---:|---:|
| Coding (incl. Go/Rust, C++/Java/C#, shell/CLI) | 944 | 9.5% |
| Knowledge QA | 891 | 9.0% |
| Logical reasoning & decisions | 734 | 7.4% |
| Web development | 720 | 7.2% |
| Game development | 720 | 7.2% |
| Three.js / browser 3D | 620 | 6.2% |
| Writing & communication | 584 | 5.9% |
| Math & quantitative reasoning | 575 | 5.8% |
| Mobile development | 340 | 3.4% |
| Creativity | 300 | 3.0% |
| Instruction following & structured output | 293 | 2.9% |
| Biology | 274 | 2.8% |
| Physics & astronomy | 250 | 2.5% |
| Economics & finance | 240 | 2.4% |
| Machine learning | 240 | 2.4% |
| Security engineering (defensive) | 240 | 2.4% |
| Law & policy | 239 | 2.4% |
| Health & medicine | 237 | 2.4% |
| Education & tutoring | 235 | 2.4% |
| Multilingual & translation | 232 | 2.3% |
| Chemistry | 223 | 2.2% |
| Humanities & social science | 200 | 2.0% |
| Data tasks (SQL, spreadsheets, wrangling) | 183 | 1.8% |
| Engineering | 150 | 1.5% |
| Earth & environmental science | 148 | 1.5% |
| Research methods | 75 | 0.8% |
| DevOps / SRE | 40 | 0.4% |
| Explanation | 15 | 0.2% |
| Safety | 12 | 0.1% |
| **Total** | **9,954** | **100%** |

## Difficulty

| Tier | Rows | Share |
|---|---:|---:|
| Hard | 4,398 | 44.2% |
| Medium | 3,443 | 34.6% |
| Expert | 984 | 9.9% |
| Foundational | 943 | 9.5% |
| Mixed (curated seeds) | 186 | 1.9% |

## Family

| Family | Rows | Share |
|---|---:|---:|
| Ability (do a task) | 7,077 | 71.1% |
| Knowledge (explain/analyze) | 2,691 | 27.0% |
| Curated seed (original hand-picked) | 186 | 1.9% |