runanlab/gpt-5.4-frontend-development-11062026

GPT-5.4 Frontend Development Dataset (11062026)

This dataset is a synthetic chat-formatted code dataset focused on frontend development tasks in React and TypeScript.

It contains 1032 JSONL records collected on 2026-06-11 and generated with GPT-5.4 from frontend-oriented prompts covering reusable UI, compact feature units, forms, widgets, and related interface implementation tasks.

Overview

Each record contains:

• task_id - numeric task identifier
• category - task family label
• topic - narrower task/topic label
• stack - target stack label
• difficulty - prompt difficulty marker
• messages - chat-style conversation with system, user, and assistant roles

Current snapshot summary:

• Total rows: 1032
• Primary category: react_typescript
• Primary stack: React + TypeScript
• File format: JSONL

Data Format

Each row follows this structure:

{
  "task_id": 1,
  "category": "react_typescript",
  "topic": "react_ui",
  "stack": "React + TypeScript",
  "difficulty": "mid-level",
  "messages": [
    {
      "role": "system",
      "content": "System instruction..."
    },
    {
      "role": "user",
      "content": "Frontend task prompt..."
    },
    {
      "role": "assistant",
      "content": "Code-only response..."
    }
  ]
}

Intended Use

Recommended use cases:

• supervised fine-tuning
• instruction-following experiments
• frontend code generation research
• evaluation of React/TypeScript assistants
• prompt/response formatting experiments

This snapshot is especially relevant for:

• React components
• TypeScript UI code
• compact frontend feature implementation
• form and widget generation
• reusable interface patterns

Limitations

Because the dataset is synthetic and model-generated:

• some outputs may still require manual cleanup before execution
• some examples may include repetitive structural patterns
• some code may reference incomplete wiring or assumed project context
• production readiness, accessibility, and security are not guaranteed

Licensing

This dataset is released under CC BY 4.0.

The license applies to the dataset compilation and released contents as published by runanlab.

Citation

@dataset{runanlab_gpt54_frontend_development_11062026,
  title={GPT-5.4 Frontend Development Dataset (11062026)},
  author={runanlab},
  year={2026},
  howpublished={Hugging Face dataset repository},
  note={Synthetic chat-formatted frontend code dataset built from user-authored prompts and GPT-5.4-generated responses}
}

Creator

Author / Publisher: runanlab