Duplicate from ameeq-ul-haq/WebDev-Dataset

Co-authored-by: Ameeq Ul Haq <ameeq-ul-haq@users.noreply.huggingface.co>

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+*tfevents* filter=lfs diff=lfs merge=lfs -text
+# Audio files - uncompressed
+*.pcm filter=lfs diff=lfs merge=lfs -text
+*.sam filter=lfs diff=lfs merge=lfs -text
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+# Audio files - compressed
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README.md

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+---
+license: mit
+task_categories:
+  - text-generation
+language:
+  - en
+tags:
+  - code
+  - web-development
+  - full-stack
+  - python
+  - flask
+  - fastapi
+  - sqlite
+  - html
+  - css
+  - javascript
+  - instruction-tuning
+  - llm-finetuning
+pretty_name: Full-Stack WebDev Multi-File Dataset (100 Apps)
+size_categories:
+  - n<1K
+---
+
+# WebDev-Dataset: 100 Full-Stack Web Apps for LLM Fine-Tuning
+
+A fine-tuning dataset of **100 complete, working, multi-file full-stack web applications**.
+
+Each sample contains a full project — backend routes, database schema, HTML frontend, CSS styling, and JavaScript — all in a single training example. This teaches a model to generate a whole working project, not just isolated snippets.
+
+---
+
+## Dataset Overview
+
+- **Total Samples:** 100 unique full-stack web applications
+- **File:** `dataset.json` (~462 KB)
+- **Format:** Alpaca JSON (`instruction` / `input` / `output`)
+- **Code:** Every sample is fully runnable with no placeholders or skipped logic
+
+---
+
+## Format
+
+```json
+[
+  {
+    "instruction": "Build a full-stack ... web app using Flask and SQLite ...",
+    "input": "",
+    "output": "<!-- FILE: database.py -->\n...\n<!-- FILE: app.py -->\n...\n<!-- FILE: templates/index.html -->\n...\n<!-- FILE: static/style.css -->\n...\n<!-- FILE: static/script.js -->\n..."
+  }
+]
+```
+
+### Fields
+
+| Field | Type | Description |
+| :--- | :--- | :--- |
+| `instruction` | `string` | The prompt describing what app to build, the tech stack, and file structure |
+| `input` | `string` | Always empty `""` |
+| `output` | `string` | The complete multi-file source code |
+
+### File Delimiter
+
+Files inside the `output` are separated by:
+
+```
+<!-- FILE: path/to/file.ext -->
+[source code]
+
+<!-- FILE: path/to/another_file.ext -->
+[source code]
+```
+
+---
+
+## Tech Stack
+
+Each app has 4-5 files:
+
+```
+├── database.py         # SQLite connection and table setup
+├── app.py / main.py    # Flask or FastAPI routes
+├── templates/
+│   └── index.html      # HTML frontend
+└── static/
+    ├── style.css        # CSS styling
+    └── script.js        # JavaScript (Fetch API)
+```
+
+- **Backend:** Python - Flask or FastAPI
+- **Database:** SQLite3
+- **Frontend:** HTML5, Vanilla CSS, Vanilla JavaScript (ES6+ async/await)
+
+---
+
+## App Catalog (100 Apps)
+
+<details>
+<summary><b>Batch 1: Productivity, Project Management & Habits (Apps 01-10)</b></summary>
+
+1. Inventory & Order Management *(Flask + SQLite)*
+2. Kanban Task Board *(FastAPI + SQLite)*
+3. Markdown Note Taker with Tags *(Flask + SQLite)*
+4. Personal Budget & Expense Tracker *(Flask + SQLite)*
+5. Recipe Box & Weekly Meal Planner *(FastAPI + SQLite)*
+6. Habit Tracker & Daily Streaks *(Flask + SQLite)*
+7. Mini CRM & Sales Pipeline *(FastAPI + SQLite)*
+8. Appointment & Booking Scheduler *(Flask + SQLite)*
+9. Help Desk & IT Support Tickets *(Flask + SQLite)*
+10. Community Polling & Voting *(FastAPI + SQLite)*
+</details>
+
+<details>
+<summary><b>Batch 2: Education, Fitness & E-Commerce (Apps 11-20)</b></summary>
+
+11. Flashcard Study System *(Flask + SQLite)*
+12. Job Application Tracker *(Flask + SQLite)*
+13. URL Shortener & Click Analytics *(FastAPI + SQLite)*
+14. Fitness Workout Log & PR Tracker *(Flask + SQLite)*
+15. E-Commerce Product Catalog & Cart *(Flask + SQLite)*
+16. Community Discussion Forum *(Flask + SQLite)*
+17. Live Event Q&A Dashboard *(FastAPI + SQLite)*
+18. Digital Bookmark & Link Archiver *(Flask + SQLite)*
+19. Student Gradebook & GPA Calculator *(Flask + SQLite)*
+20. Project Time Tracking & Timesheets *(FastAPI + SQLite)*
+</details>
+
+<details>
+<summary><b>Batch 3: Real Estate, Media & Dev Tools (Apps 21-30)</b></summary>
+
+21. Real Estate Property Listings *(Flask + SQLite)*
+22. Library Book Checkout System *(Flask + SQLite)*
+23. Simple Blog with Comments *(Flask + SQLite)*
+24. Weather & Air Quality Station *(Flask + SQLite)*
+25. User Authentication & Session Portal *(Flask + SQLite)*
+26. Password Vault & Secret Stash *(FastAPI + SQLite)*
+27. Movie & Series Watchlist *(Flask + SQLite)*
+28. Employee Directory & Teams *(Flask + SQLite)*
+29. Cloud Asset & File Metadata Catalog *(FastAPI + SQLite)*
+30. Code Snippet Pastebin *(Flask + SQLite)*
+</details>
+
+<details>
+<summary><b>Batch 4: Freelance, Dining & Community (Apps 31-40)</b></summary>
+
+31. Freelance Project Milestone & Invoice Tracker *(Flask + SQLite)*
+32. Restaurant Table Reservation & Menu *(FastAPI + SQLite)*
+33. Podcast Episode Tracker *(Flask + SQLite)*
+34. Vehicle Maintenance & Fuel Mileage Log *(Flask + SQLite)*
+35. Daily Journal & Mood Tracker *(Flask + SQLite)*
+36. SaaS Feature Request & Upvote Board *(FastAPI + SQLite)*
+37. Classroom Quiz Maker & Tester *(Flask + SQLite)*
+38. Hotel Room Reservation Engine *(Flask + SQLite)*
+39. Donation & Fundraising Campaign Tracker *(FastAPI + SQLite)*
+40. Pet Adoption & Shelter Registry *(Flask + SQLite)*
+</details>
+
+<details>
+<summary><b>Batch 5: Health, Commerce & Utilities (Apps 41-50)</b></summary>
+
+41. Vinyl & Music Collection Curator *(Flask + SQLite)*
+42. Pharmacy Prescription Reminder *(FastAPI + SQLite)*
+43. Conference Agenda & Speaker Schedule *(Flask + SQLite)*
+44. Newsletter Subscription & Audience Manager *(Flask + SQLite)*
+45. Warehouse Shipment & Logistics Tracking *(FastAPI + SQLite)*
+46. Smart Home Appliance Controller *(Flask + SQLite)*
+47. Travel Itinerary Planner & Packing Checklist *(Flask + SQLite)*
+48. Customer Feedback & NPS Survey *(FastAPI + SQLite)*
+49. Digital Contact & Business Card Rolodex *(Flask + SQLite)*
+50. Online Timed Auction & Bidding System *(FastAPI + SQLite)*
+</details>
+
+<details>
+<summary><b>Batch 6: Memberships, Events & Dev Platforms (Apps 51-60)</b></summary>
+
+51. Gym Membership & Member Check-in Tracker *(Flask + SQLite)*
+52. Event Ticketing & RSVP Guest Manager *(FastAPI + SQLite)*
+53. Bug Bounty & Vulnerability Disclosure Log *(Flask + SQLite)*
+54. API Key & Webhook Developer Token Manager *(FastAPI + SQLite)*
+55. Freelance Gig & Services Marketplace Catalog *(Flask + SQLite)*
+56. Online Book Club & Reading Goal Shelf *(Flask + SQLite)*
+57. Community Equipment Rental & Tool Library *(FastAPI + SQLite)*
+58. Medical Clinic Patient Triage & Intake Portal *(Flask + SQLite)*
+59. Crypto Asset Portfolio & Watchlist Tracker *(FastAPI + SQLite)*
+60. Artisanal Coffee Shop Barista Order Queue *(Flask + SQLite)*
+</details>
+
+<details>
+<summary><b>Batch 7: Operations, Culture & Environment (Apps 61-70)</b></summary>
+
+61. SaaS Software License & Renewal Spend Tracker *(FastAPI + SQLite)*
+62. Art Gallery Exhibition & Contemporary Showcase *(Flask + SQLite)*
+63. Employee Shift & Weekly Roster Scheduler *(FastAPI + SQLite)*
+64. E-Commerce RMA Product Returns Desk *(Flask + SQLite)*
+65. Podcast Sponsorship & Audio Ad Campaign Pipeline *(Flask + SQLite)*
+66. Language Learning Vocabulary Builder & Flash Quiz *(FastAPI + SQLite)*
+67. Indoor Plant & Garden Care Watering Log *(Flask + SQLite)*
+68. Infrastructure Ping & Health Monitor *(FastAPI + SQLite)*
+69. Car Rental Fleet & Reservation Engine *(Flask + SQLite)*
+70. Crowdfunding Backer & Tiered Campaign Tracker *(Flask + SQLite)*
+</details>
+
+<details>
+<summary><b>Batch 8: Community, Property & Hobbies (Apps 71-80)</b></summary>
+
+71. Alumni Network Directory & Mentorship Hub *(Flask + SQLite)*
+72. Home Renovation & Contractor Expense Log *(FastAPI + SQLite)*
+73. Community Food Pantry & Donation Inventory *(Flask + SQLite)*
+74. Scientific Paper Reference & Citation Library *(Flask + SQLite)*
+75. Conference Booth Badge Scanner & Lead Capture *(FastAPI + SQLite)*
+76. Apartment Tenant Repair Maintenance Request Portal *(Flask + SQLite)*
+77. Video Game Backlog & Achievement QuestLog *(Flask + SQLite)*
+78. Dog Daycare & Pet Boarding Reservation *(FastAPI + SQLite)*
+79. Recipe Macro & Nutritional Calorie Calculator *(Flask + SQLite)*
+80. Micro-SaaS Product Launch Waitlist & Referral Leaderboard *(FastAPI + SQLite)*
+</details>
+
+<details>
+<summary><b>Batch 9: Logistics, Entertainment & Workflows (Apps 81-90)</b></summary>
+
+81. Music Festival Stage Lineup & Timetable Scheduler *(Flask + SQLite)*
+82. Warehouse Handheld SKU & Bin Location Locator *(FastAPI + SQLite)*
+83. Academic Course Syllabus & Homework Submission Portal *(Flask + SQLite)*
+84. Monthly Gourmet Subscription Box Preference Picker *(Flask + SQLite)*
+85. Veterinary Clinic Vaccine Record & Booster Log *(FastAPI + SQLite)*
+86. Coworking Space Hot-Desk Floorplan Booking *(Flask + SQLite)*
+87. Professional Photography Session Inquiry & Portfolio *(Flask + SQLite)*
+88. Print-On-Demand Order Fulfillment Status Queue *(FastAPI + SQLite)*
+89. Local Neighborhood Lost & Found Bulletin Board *(Flask + SQLite)*
+90. Corporate Employee Expense Reimbursement Approval *(FastAPI + SQLite)*
+</details>
+
+<details>
+<summary><b>Batch 10: Specialities, Tools & Status (Apps 91-100)</b></summary>
+
+91. Antique & Art Appraisal Valuation Request Desk *(Flask + SQLite)*
+92. Sports League Tournament Bracket & Match Scores *(FastAPI + SQLite)*
+93. Enterprise IT Asset Laptop & Peripheral Checkout *(Flask + SQLite)*
+94. Reserve Wine Cellar Inventory & Tasting Notes *(Flask + SQLite)*
+95. Public SaaS System Status Page & Incident Broadcast *(FastAPI + SQLite)*
+96. Banquet Catering Menu & Headcount Planner *(Flask + SQLite)*
+97. Bicycle Repair Shop Work Order Workbench *(FastAPI + SQLite)*
+98. Residential Solar Panel Generation & Savings Monitor *(Flask + SQLite)*
+99. DesignProof Client Mockup Review & Annotation *(FastAPI + SQLite)*
+100. Self-Hosted Read-Later Queue & Bookmarklet Saver *(Flask + SQLite)*
+</details>
+
+---
+
+## Loading the Dataset
+
+```python
+from datasets import load_dataset
+
+dataset = load_dataset("json", data_files="dataset.json")
+print(dataset["train"][0])
+```
+
+---
+
+## Fine-Tuning (Alpaca Format)
+
+```python
+def format_prompt(example):
+    instructions = example["instruction"]
+    outputs = example["output"]
+    texts = []
+    for inst, out in zip(instructions, outputs):
+        text = f"### Instruction:\n{inst}\n\n### Response:\n{out}"
+        texts.append(text)
+    return {"text": texts}
+
+formatted = dataset.map(format_prompt, batched=True)
+```
+
+Works directly with **Unsloth**, **LLaMA-Factory**, and any Alpaca-compatible trainer.
+
+---
+
+## Extracting Generated Code to Files
+
+```python
+import os, re, json
+
+def extract_files(output_string, target_dir="./generated_app"):
+    pattern = r"<!-- FILE: (.*?) -->\n(.*?)(?=(?:<!-- FILE:|\Z))"
+    matches = re.findall(pattern, output_string, re.DOTALL)
+    for path, content in matches:
+        full_path = os.path.join(target_dir, path.strip())
+        os.makedirs(os.path.dirname(full_path), exist_ok=True)
+        with open(full_path, "w", encoding="utf-8") as f:
+            f.write(content.strip() + "\n")
+        print(f"Created: {full_path}")
+
+with open("dataset.json", "r", encoding="utf-8") as f:
+    sample = json.load(f)[0]
+
+extract_files(sample["output"], target_dir="./my_app")
+```
+
+---
+
+## License
+
+MIT License - free to use, modify, and fine-tune on for any purpose.