Convert PDFs, Office files & Images to Markdown then to CSV for finetuning using Unsloth скачать в хорошем качестве

Convert PDFs, Office files & Images to Markdown then to CSV for finetuning using Unsloth

📚 Transform Your Documents into LLM Training Data! | PDFs, Office files & Images to CSV Converter for Unsloth Fine-tuning 🚀 Want to fine-tune LLMs for construction and property? This powerful app helps you convert PDFs, Office files, and images into the perfect format for training! 🛠️ In this comprehensive tutorial, I'll show you how to: 🔹 Convert various file formats to markdown 🔹 Transform markdown into CSV Q&A pairs 🔹 Directly convert files to CSV format 🔹 Set up Ollama for local LLM processing 🔹 Use Streamlit for a clean, professional interface ⚙️ Tech Stack: Python Streamlit Ollama Unsloth MarkItDown 💡 Perfect for RICS professionals, construction specialists, and anyone interested in creating custom LLM training datasets! 🎯 Check out my previous video on fine-tuning LLMs with Unsloth for construction use cases:    • Llama 3.1 Conversational Chat Template for...   ⚡️ Time Stamps: 00:07 Intro 00:32 Tech Stack used 00:50 Agenda 01:04 Part I - App Overview & Walkthrough - General 02:03 Part I - App Overview & Walkthrough - Tab 1 - Convert Files to markdown 03:37 Part I - App Overview & Walkthrough - Tab 2 - Convert markdown to CSV 04:48 Part I - App Overview & Walkthrough - Tab 3 - Convert Files to CSV 06:10 Why convert to CSV - Unsloth Fine-tuning 09:45 Part II - Required Dependencies - Python 10:13 Part II - Required Dependencies - VSCode 10:33 Part II - Required Dependencies - Ollama 12:04 Part II - Required Dependencies - MarkItDown 13:03 Part III - Code Explanation - Github Repository Overview 14:18 Part III - Code Explanation - Installing python libraries 15:47 Part III - Code Explanation - Step 0: Importing installed libraries 16:19 Part III - Code Explanation - Step 1: Ollama Integration functions 18:02 Part III - Code Explanation - Step 2: File Processing functions 21:48 Part III - Code Explanation - Step 3: Main application - Tab 1 23:43 Part III - Code Explanation - Step 3: Main application - Tab 2 25:48 Part III - Code Explanation - Step 3: Main application - Tab 3 27:02 Outro 🚀 Explore my GitHub page packed with projects you can implement and make your own! 🎓 Want to master data analytics in construction? Join APC Mastery Path for expert guidance on implementing data analytics and AI in construction projects. We also provide specialized mentoring for RICS APC candidates seeking chartership! 🔗 Learn more about our courses and mentoring programs by visiting our website www.apcmasterypath.co.uk 🔔 Don’t forget to like, subscribe, and hit the notification bell to stay updated with the latest tutorials and insights into AI, APC exam preparation, and LLM development! 🔗 General Links & Resources: ⚫Our Website: www.apcmasterypath.co.uk ⚫All APC Mastery Path Blogposts: https://www.apcmasterypath.co.uk/blog... ⚫Personal Linkedin Page:   / mohamed-ashour-0727   ⚫APC Mastery Path Linkedin Page:   / apc-mastery-path   ⚫ Github repository used in this video: https://github.com/MoAshour93/Convert... ⚫My personal Github page: https://github.com/MoAshour93 ⚫ Construction Data Analytics Github Repository: https://github.com/MoAshour93/Constru... ⚫ Transform Hierarchy to Database Github Link: https://github.com/MoAshour93/Constru... ⚫Transform Hierarchy to Database in MS Excel Video :    • Transform Hierarchy to Database in MS Exce...   📽️Useful videos: ⚫Llama 3.1 Conversational Chat Template for Finetuning using Unsloth & Deployment to Open WebUI:    • Llama 3.1 Conversational Chat Template for...   ⚫ Unsloth FineTuning & Comparing LLMs:Mistral, Gemma 2, Llama 3.1 with Chatbot Deployment on OpenWebUI:    • Unsloth FineTuning & Comparing LLMs:Mistra...   ⚫Create Training Data for Finetuning LLMs:    • Create Training Data for Finetuning LLMs   ⚫Finetune your LLMs on custom datasets using Unsloth:    • Finetune Your LLM on Custom Datasets with ...   ⚫Deploy Open WebUI with Zero Coding Skills :    • Unlocking Local AI: Deploy Open WebUI with...   #LLM #MachineLearning #RICS #Construction #PropertyTech #ArtificialIntelligence #APCMasteryPath #Unsloth #Python #DataScience #AI #LLMFineTuning #RICSAPC #PropertyIndustry #PropTech #SurveyingEducation #BuildingIndustry #CommercialProperty #ConstructionIndustry #ProfessionalDevelopment #Streamlit #DocumentConversion #PDFConverter #DataProcessing #TechTutorial #PythonProgramming #AIEducation #DocumentAutomation #PropertyManagement #ConstructionTech #MarkitDown