Upload folder using huggingface_hub

README.md

@@ -0,0 +1,79 @@
+---
+language:
+- bn
+- en
+license: mit
+task_categories:
+- text-generation
+- summarization
+- question-answering
+tags:
+- trickbd
+- trickgpt
+- bengali
+- tech-forum
+- data-filtering
+- high-quality
+- llm
+- pretraining
+- math
+- data-synthesis
+dataset_info:
+  modalities:
+  - text
+  formats:
+  - jsonl
+  - parquet
+  features:
+    - name: instruction
+      dtype: string
+    - name: input
+      dtype: string
+    - name: output
+      dtype: string
+    - name: metadata
+      struct:
+        - name: title
+          dtype: string
+        - name: category
+          dtype: string
+        - name: url
+          dtype: string
+        - name: source
+          dtype: string
+---
+
+# TrickGPT Dataset
+
+![TrickGPT Logo](trickgpt_logo.png)
+
+## About TrickGPT
+TrickGPT is a specialized dataset curated from [TrickBD](https://trickbd.com), Bangladesh's premier mobile-based tech forum and community. This dataset is designed to train State-of-the-Art (SOTA) AI models to understand, summarize, and generate tech-related content in both Bengali and English, specifically tailored to the unique community-driven knowledge shared on TrickBD.
+
+## Data Description
+The dataset consists of articles scraped from TrickBD, formatted in an instruction-following style (Instruction, Input, Output). This format is ideal for fine-tuning Large Language Models (LLMs) like Llama, Mistral, or GPT-based architectures.
+
+### Dataset Structure
+Each entry in the dataset contains:
+- **instruction**: A prompt describing the task (e.g., "Summarize this article").
+- **input**: The raw content of the TrickBD article.
+- **output**: (Placeholder for model-generated or human-refined summaries).
+- **metadata**: Additional information including the original title, category, and URL.
+
+## Usage for SOTA AI Training
+To use this dataset for training, you can load it using the Hugging Face `datasets` library:
+
+```python
+from datasets import load_dataset
+
+dataset = load_dataset("fariasultana/TrickGPT")
+```
+
+### Formatting for Fine-tuning
+The data is provided in `.jsonl` format, which can be directly used with popular fine-tuning frameworks like Axolotl, Unsloth, or Hugging Face's SFTTrainer.
+
+## Automation
+The dataset is designed to be updated automatically using a Playwright-based scraper that tracks new posts on TrickBD.
+
+## License
+This dataset is released under the MIT License. Please respect the original content creators on TrickBD.

automate_scraping.sh

@@ -0,0 +1,22 @@
+#!/bin/bash
+
+# TrickGPT Automated Scraping Script
+# This script runs the scraper and prepares the data for upload
+
+echo "Starting TrickGPT scraping process..."
+
+# Run the scraper
+python3 scraper.py
+
+# Check if scraping was successful
+if [ -f "trickgpt_dataset.jsonl" ]; then
+    echo "Scraping successful. Updating dataset.jsonl..."
+    mv trickgpt_dataset.jsonl dataset.jsonl
+    
+    # Instructions for uploading to Hugging Face
+    # hf upload fariasultana/TrickGPT . --repo-type=dataset
+    echo "Dataset updated. Ready for upload to fariasultana/TrickGPT."
+else
+    echo "Scraping failed. Please check scraper.py and internet connection."
+    exit 1
+fi

dataset.jsonl

@@ -0,0 +1,15 @@
+{"instruction": "Summarize the key points of the following article from TrickBD titled '🔥 Evolution X 16.0: Redmi Note 11 (Spes)-এ Android 16 ইনস্টল করুন এবং সেরা পারফরম্যান্স পান!'.", "input": "​🛠️ POCO F6 Pro (Vermeer) এ TWRP ইনস্টল করুন। আনঅফিশিয়াল রিকভারি গাইড!", "output": "", "metadata": {"title": "🔥 Evolution X 16.0: Redmi Note 11 (Spes)-এ Android 16 ইনস্টল করুন এবং সেরা পারফরম্যান্স পান!", "category": "Uncategorized", "url": "https://trickbd.com/custom-rom/3073152", "source": "trickbd.com"}}
+{"instruction": "Summarize the key points of the following article from TrickBD titled 'Make your linux super fast with these tweaks'.", "input": "​🛠️ POCO F6 Pro (Vermeer) এ TWRP ইনস্টল করুন। আনঅফিশিয়াল রিকভারি গাইড!", "output": "", "metadata": {"title": "Make your linux super fast with these tweaks", "category": "Uncategorized", "url": "https://trickbd.com/cybersecurity-tutorials/3078735", "source": "trickbd.com"}}
+{"instruction": "Summarize the key points of the following article from TrickBD titled 'সাইকোলজিক্যাল ডিজঅর্ডার : মানব মনের যতোসব অদ্ভুত অসুখ'.", "input": "​🛠️ POCO F6 Pro (Vermeer) এ TWRP ইনস্টল করুন। আনঅফিশিয়াল রিকভারি গাইড!", "output": "", "metadata": {"title": "সাইকোলজিক্যাল ডিজঅর্ডার : মানব মনের যতোসব অদ্ভুত অসুখ", "category": "Uncategorized", "url": "https://trickbd.com/lifestyle/3078762", "source": "trickbd.com"}}
+{"instruction": "Summarize the key points of the following article from TrickBD titled 'GitHub সুপার সার্চ ইঞ্জিন মডিউল'.", "input": "​🛠️ POCO F6 Pro (Vermeer) এ TWRP ইনস্টল করুন। আনঅফিশিয়াল রিকভারি গাইড!", "output": "", "metadata": {"title": "GitHub সুপার সার্চ ইঞ্জিন মডিউল", "category": "Uncategorized", "url": "https://trickbd.com/tools/3077582", "source": "trickbd.com"}}
+{"instruction": "Summarize the key points of the following article from TrickBD titled 'Pixellab এর জন্য একসাথে 50+ বাংলা ফন্ট'.", "input": "​🛠️ POCO F6 Pro (Vermeer) এ TWRP ইনস্টল করুন। আনঅফিশিয়াল রিকভারি গাইড!", "output": "", "metadata": {"title": "Pixellab এর জন্য একসাথে 50+ বাংলা ফন্ট", "category": "Uncategorized", "url": "https://trickbd.com/tools/3078646", "source": "trickbd.com"}}
+{"instruction": "Summarize the key points of the following article from TrickBD titled '🖥️💥 Microsoft Word-এ Page Number দেওয়ার নিয়ম – Step-by-Step Complete Guide 📝📐'.", "input": "​🛠️ POCO F6 Pro (Vermeer) এ TWRP ইনস্টল করুন। আনঅফিশিয়াল রিকভারি গাইড!", "output": "", "metadata": {"title": "🖥️💥 Microsoft Word-এ Page Number দেওয়ার নিয়ম – Step-by-Step Complete Guide 📝📐", "category": "Uncategorized", "url": "https://trickbd.com/windows-pc/3078505", "source": "trickbd.com"}}
+{"instruction": "Summarize the key points of the following article from TrickBD titled 'AI এর মাধ্যমে Cyber Attack টেকনিক'.", "input": "​🛠️ POCO F6 Pro (Vermeer) এ TWRP ইনস্টল করুন। আনঅফিশিয়াল রিকভারি গাইড!", "output": "", "metadata": {"title": "AI এর মাধ্যমে Cyber Attack টেকনিক", "category": "Uncategorized", "url": "https://trickbd.com/cybersecurity-tutorials/3078559", "source": "trickbd.com"}}
+{"instruction": "Summarize the key points of the following article from TrickBD titled 'রাজশাহী বিশ্ববিদ্যালয়ের এ ইউনিট লিখিত ও ব্যবহারিক পরীক্ষার ফল প্রকাশ – জানুন বিস্তারিত'.", "input": "​🛠️ POCO F6 Pro (Vermeer) এ TWRP ইনস্টল করুন। আনঅফিশিয়াল রিকভারি গাইড!", "output": "", "metadata": {"title": "রাজশাহী বিশ্ববিদ্যালয়ের এ ইউনিট লিখিত ও ব্যবহারিক পরীক্ষার ফল প্রকাশ – জানুন বিস্তারিত", "category": "Uncategorized", "url": "https://trickbd.com/electronics/3079259", "source": "trickbd.com"}}
+{"instruction": "Summarize the key points of the following article from TrickBD titled 'প্রোগ্রামিং ল্যাঙ্গুয়েজ শেখার রোডম্যাপ'.", "input": "​🛠️ POCO F6 Pro (Vermeer) এ TWRP ইনস্টল করুন। আনঅফিশিয়াল রিকভারি গাইড!", "output": "", "metadata": {"title": "প্রোগ্রামিং ল্যাঙ্গুয়েজ শেখার রোডম্যাপ", "category": "Uncategorized", "url": "https://trickbd.com/education/3063989", "source": "trickbd.com"}}
+{"instruction": "Summarize the key points of the following article from TrickBD titled '[Hot Post] Airtel & Robi ফ্রী ইন্টারনেট চালু হয়েছে সকলের সিমই চলবে সারাদেশে'.", "input": "​🛠️ POCO F6 Pro (Vermeer) এ TWRP ইনস্টল করুন। আনঅফিশিয়াল রিকভারি গাইড!", "output": "", "metadata": {"title": "[Hot Post] Airtel & Robi ফ্রী ইন্টারনেট চালু হয়েছে সকলের সিমই চলবে সারাদেশে", "category": "Uncategorized", "url": "https://trickbd.com/airtel-free-net/3065439", "source": "trickbd.com"}}
+{"instruction": "Summarize the key points of the following article from TrickBD titled 'ESP32 হতে Flipper Zero তৈরী করুন'.", "input": "​🛠️ POCO F6 Pro (Vermeer) এ TWRP ইনস্টল করুন। আনঅফিশিয়াল রিকভারি গাইড!", "output": "", "metadata": {"title": "ESP32 হতে Flipper Zero তৈরী করুন", "category": "Uncategorized", "url": "https://trickbd.com/cybersecurity-tutorials/3078890", "source": "trickbd.com"}}
+{"instruction": "Summarize the key points of the following article from TrickBD titled 'রিয়েল লাইফ হ্যাকিং : হ্যাকিং করে টাকা ইনকাম?!'.", "input": "​🛠️ POCO F6 Pro (Vermeer) এ TWRP ইনস্টল করুন। আনঅফিশিয়াল রিকভারি গাইড!", "output": "", "metadata": {"title": "রিয়েল লাইফ হ্যাকিং : হ্যাকিং করে টাকা ইনকাম?!", "category": "Uncategorized", "url": "https://trickbd.com/cybersecurity-tutorials/3078518", "source": "trickbd.com"}}
+{"instruction": "Summarize the key points of the following article from TrickBD titled 'BIN কী? যেকোনো ওয়েবসাইটের ফ্রি ট্রায়ালের BIN বের করার উপায়'.", "input": "​🛠️ POCO F6 Pro (Vermeer) এ TWRP ইনস্টল করুন। আনঅফিশিয়াল রিকভারি গাইড!", "output": "", "metadata": {"title": "BIN কী? যেকোনো ওয়েবসাইটের ফ্রি ট্রায়ালের BIN বের করার উপায়", "category": "Uncategorized", "url": "https://trickbd.com/uncategorized/3078711", "source": "trickbd.com"}}
+{"instruction": "Summarize the key points of the following article from TrickBD titled 'TrickBD+ এবং কিছুকথা…'.", "input": "​🛠️ POCO F6 Pro (Vermeer) এ TWRP ইনস্টল করুন। আনঅফিশিয়াল রিকভারি গাইড!", "output": "", "metadata": {"title": "TrickBD+ এবং কিছুকথা…", "category": "Uncategorized", "url": "https://trickbd.com/tricks/3078682", "source": "trickbd.com"}}
+{"instruction": "Summarize the key points of the following article from TrickBD titled '​🚀 Redmi Note 11-এ OrangeFox Recovery ইনস্টল: কাস্টম রম ও রুটিংয়ের জন্য পারফেক্ট গাইড'.", "input": "​🛠️ POCO F6 Pro (Vermeer) এ TWRP ইনস্টল করুন। আনঅফিশিয়াল রিকভারি গাইড!", "output": "", "metadata": {"title": "​🚀 Redmi Note 11-এ OrangeFox Recovery ইনস্টল: কাস্টম রম ও রুটিংয়ের জন্য পারফেক্ট গাইড", "category": "Uncategorized", "url": "https://trickbd.com/custom-rom/3072942", "source": "trickbd.com"}}

scraper.py

@@ -0,0 +1,78 @@
+import asyncio
+import json
+from playwright.async_api import async_playwright
+
+async def scrape_trickbd():
+    """
+    Scrapes articles from trickbd.com, formats them into a dataset for AI model training,
+    and saves the data to a JSONL file.
+    """
+    async with async_playwright() as p:
+        browser = await p.chromium.launch(headless=True)
+        page = await browser.new_page()
+
+        # Navigate to the website with a desktop theme
+        base_url = "https://trickbd.com/?theme_change=desktop"
+        try:
+            await page.goto(base_url, timeout=120000)  # Increased timeout
+        except Exception as e:
+            print(f"Failed to load the main page: {e}")
+            await browser.close()
+            return
+
+        # Extract unique article links from the homepage
+        links = await page.eval_on_selector_all("h3 a", "elements => elements.map(e => e.href)")
+        unique_links = list(set([link for link in links if "/author/" not in link and "/category/" not in link]))
+        print(f"Found {len(unique_links)} unique article links.")
+
+        articles = []
+        # Scrape a limited number of articles for the dataset sample
+        for link in unique_links[:15]:
+            try:
+                print(f"Navigating to: {link}")
+                await page.goto(link, timeout=120000)  # Increased timeout
+                await page.wait_for_load_state("domcontentloaded", timeout=60000)
+
+                # Extract title, content, and category using robust selectors
+                title = await page.evaluate("() => document.querySelector('h1')?.innerText || document.title")
+                content = await page.evaluate("""() => {
+                    const selectors = ['.entry-content', '.post-content', 'article'];
+                    for (const s of selectors) {
+                        const el = document.querySelector(s);
+                        if (el) return el.innerText;
+                    }
+                    return "";
+                }""")
+                category = await page.evaluate("() => document.querySelector('.cat-links')?.innerText || 'Uncategorized'")
+
+                if content:
+                    articles.append({
+                        "instruction": f"Summarize the key points of the following article from TrickBD titled '{title}'.",
+                        "input": content.strip(),
+                        "output": "",  # To be filled by the model
+                        "metadata": {
+                            "title": title,
+                            "category": category,
+                            "url": link,
+                            "source": "trickbd.com"
+                        }
+                    })
+                    print(f"Successfully scraped: {title[:60]}...")
+                else:
+                    print(f"Could not extract content from: {link}")
+
+            except Exception as e:
+                print(f"Error scraping {link}: {e}")
+
+        await browser.close()
+
+        # Save the scraped data to a JSONL file
+        output_file = "/home/ubuntu/trickgpt_dataset.jsonl"
+        with open(output_file, "w", encoding="utf-8") as f:
+            for article in articles:
+                f.write(json.dumps(article, ensure_ascii=False) + "\n")
+
+        print(f"Scraping completed. Saved {len(articles)} articles to {output_file}")
+
+if __name__ == "__main__":
+    asyncio.run(scrape_trickbd())