APC Mastery Path

🚀 Excited to Share My Latest Video on Fine-Tuning & Comparing LLMs with Unsloth and deployed the finetuned models on Open WebUI! 🚀 After weeks of diving deep into the world of large language models (LLMs), I'm thrilled to present my latest video where I fine-tune Mistral 7b, Gemma 2 9b, and Llama 3.1 Instruct 8b using the powerful Unsloth technique. 🎯 In this video, I walk you through the entire process—from environment setup to fine-tuning on RICS APC submissions, and finally deploying these models on OpenWebUI as a chatbot. But it doesn't stop there! I also compare the performance of these LLMs to identify the best fit for my specific use case. 📊🤖 👉 Watch the full video here: Unsloth FineTuning & Comparing https://lnkd.in/ePvK_c_c This has been a challenging yet rewarding journey, combining my passion for AI with my commitment to helping RICS APC candidates excel. If you're preparing for the APC or interested in how AI can revolutionize the construction industry, this video is for you! 🔗 Don’t forget to visit: www.apcmasterypath.co.uk for tailored mentoring packages and expert advice on AI integration in construction. 📢 Follow APC Mastery Path on youtube & LinkedIn for more insights, tutorials, and resources to guide you on your APC journey. Let’s master this path together! #AIinConstruction hashtag #LLMFineTuning hashtag #Unsloth hashtag #RICSAPC hashtag #APCMasteryPath hashtag #Chatbot hashtag #OpenWebUI hashtag #ArtificialIntelligence hashtag #ConstructionInnovation

🌟 Exciting News from APC Mastery Path! 🌟 We are thrilled to share our latest video on YouTube that delves into the process of creating training data for fine-tuning Large Language Models (LLMs). This comprehensive guide is perfect for anyone looking to harness the power of LLMs for bid writing and beyond. In this video, we cover: ⚫Main Concept of the Solution: Understanding the overall approach to data extraction and preparation. ⚫Marker PDF Package Overview & Installation: Step-by-step instructions to get started with the marker-pdf Python library. ⚫Single & Multiple File Conversion: Detailed walkthroughs on converting PDFs to JSONL format. ⚫Fine-Tuning LLMs: Utilizing the extracted data to fine-tune your models effectively. 🎥 Watch the Full Video Here: How to Create Training Data for Fine-Tuning LLMs - https://lnkd.in/eNWNHk9x At APC Mastery Path, we specialize in bespoke mentoring and teaching packages for RICS APC candidates. Our goal is to empower you with the knowledge and tools needed to succeed in your APC journey. Do not forget to visit our website www.apcmasterypath.co.uk. This video is a testament to our commitment to providing valuable resources and insights to our community. I hope you find it helpful and informative. Looking forward to your feedback and discussions! #LLM #MachineLearning #DataScience #AI #Python #PDFConversion #JSONL #MarkerPDF #FineTuning #APCMasteryPath #RICSAPC #Mentoring #Education #ProfessionalDevelopment #TechTutorials

We are pleased to share our latest video on the APC Mastery Path YouTube channel, focusing on fine-tuning large language models on custom datasets using Unsloth, and effectively utilizing the finetuned model in Open WebUI. This 31-minute video provides an in-depth guide on deploying this system locally. Highlights: ⚫Installing requirements for Unsloth ⚫Importing a dataset composed of previous RICS APC submissions ⚫Importing a model provided by the Unsloth team ⚫Adding Low Rank Adapters ⚫Training/Finetuning the model ⚫Using the finetuned model in Open WebUI This approach demonstrates how you can deploy a reliable system trained on organizational data locally. For those interested in leveraging LLMs for organizational data, do not hesitate to reach out. APC Mastery Path offers bespoke mentoring and teaching packages for RICS APC candidates. More details are available at www.apcmasterypath.co.uk. Watch the video here: https://lnkd.in/ecMG8SNa Happy finetuning! Hashtags: #AI #MachineLearning #LLM #RICSAPC #Unsloth #OpenWebUI #TechTutorial #APCMasteryPath #ProfessionalDevelopment #DataScience

We are excited to share our latest video on the APC Mastery Path YouTube channel, where we explain how to make the best use of Open WebUI and deploy it locally as a local RAG chatbot. This comprehensive guide will help you set up a system that allows end users to chat and query documents and images efficiently. In this video, we cover everything from understanding Ollama, Open WebUI, and Docker Desktop to installing these tools and deploying the solution. Now, there is no excuse for not deploying AI tools locally. With numerous plug-and-play options available, anyone can set up these systems without needing any coding experience. Moreover, the costs associated with these solutions are quite minimal. APC Mastery Path is dedicated to providing bespoke teaching and mentoring services to APC candidates. Our aim is to equip you with the skills and knowledge necessary to excel in your APC journey. Check out the video on our YouTube channel to gain insights and practical steps to enhance your chatbot deployment skills. Watch now: https://lnkd.in/eHdQHdaS Stay tuned for more informative content and personalized support on your APC path. Do not forget to give our website www.apcmasterypath.co.uk a visit for more information about the widerange of bespoke teaching and mentoring packages. #APC #Mentoring #Teaching #RICS #Chatbot #RAG # Local #AI

🌟 Transform Your Organization with Customised Open Source Chatbots Technology! 🌟 We posted a new video on our Youtube channel (https://lnkd.in/e5T-BKdg) where I unlocked the full potential of AI-driven chatbots with our comprehensive tutorial on building a custom chatbot capable of querying PDFs. This isn’t just a chatbot; it’s a game-changer for automating and enhancing customer interactions, data retrieval, and organizational efficiency. 🤖 Learn how to harness the power of Mistral and Phi3 LLMs under Ollama, and LLama3 under Groq to create a chatbot that’s not only interactive but also incredibly smart. With Chainlit as your front end, you’ll craft a user experience that’s both intuitive and engaging. 📚 Perfect for organizations looking to: ⚫Identify the best in class aspects in your documents (Bids, CVs, Proposals, Reports ...etc) ⚫Automate data extraction from PDFs ⚫Enhance conversational interfaces ⚫Boost overall productivity 📽️ You can watch the video from here: https://lnkd.in/egiUXyEg 👨🏫 Additionally, for professionals on the path to becoming RICS Chartered Surveyors, don’t miss out on the opportunity to elevate your skills with APC Mastery Path. Our customized teaching and mentoring services are tailored to help you succeed in your RICS APC journey. 🌐 Do not forget to visit our website www.apcmasterypath.co.uk to learn more. 🔗 Explore my tutorial and discover how it can revolutionize your organization’s approach to chatbot technology. Plus, take the next step in your professional development with APC Mastery Path. hashtag #ChatbotRevolution hashtag #AI hashtag #PDFExtraction hashtag #APCMasteryPath hashtag #RICS hashtag #ProfessionalDevelopment

🚀 Exciting News for Data Enthusiasts and RICS APC Candidates & Construction AI Enthusiasts ! 🚀 Our Founder recently joined the incredible James Garner on his dynamic podcast, Project Flux, where we dove deep into the world of data analytics. We tackled the pressing challenges faced by data teams and explored the cutting-edge advancements in large language models – a game-changer in the tech landscape! 🎧 This episode is packed with insights and, it’s as entertaining as it is informative. You don’t want to miss out! 📽️ Catch the full episode here and prepare to be enlightened: Watch Now - https://lnkd.in/eWm8Wtg4 📺 And for more enriching content that keeps you ahead of the curve, follow Project Flux: https://lnkd.in/eEuXfR6n But wait, there’s more! If you’re on the journey to becoming a chartered surveyor, I’ve got just the thing to propel your career forward. Discover APC Mastery Path – your ultimate destination for tailored teaching and mentoring packages designed specifically for RICS APC candidates. Elevate your learning experience with our expert guidance and ace your assessment with confidence! 🌟 Embark on your path to mastery today: www.apcmasterypath.co.uk 🌟 #DataAnalytics #RICS #APCMastery #ProjectFlux #Podcast #LargeLanguageModels #CareerGrowth

🚀 Exciting News for Construction and AI Enthusiasts! 🏗️💡 🎥 Our New YouTube Video takes you on an enthralling journey through the world of RAG chatbots and their transformative impact on the construction industry! What's Inside? ⚫ RAG Chatbot Main Concept: Dive deep into the tech behind these AI marvels. ⚫ GPT4All Implementation: A practical guide to integrating RAG chatbots. ⚫ LM Studio Implementation: Tips for effective deployment using LM Studio. ⚫ Anything LLM Implementation: Exploring advanced functionalities of RAG chatbots. 👷♀️🤖 Learn how these cutting-edge tools are making construction processes more efficient and communication a breeze, all with user-friendly, open-source platforms. 📺 You can watch our video from here: https://lnkd.in/e4_pKBTD ➡️ But wait, there's more! 🌟 For those aiming to excel in the construction industry, check out APC Mastery Path. We offer bespoke mentoring and teaching packages tailored to RICS APC candidates. This is your chance to lead the AI revolution in the construction world! 🔗 Don't miss out on this opportunity to enhance your skills and knowledge. Visit our YouTube channel and APC Mastery Path to start your journey towards AI mastery in construction. 👍 Like, 🔄 Share, and ▶️ Subscribe for more insights into the groundbreaking union of construction and AI technologies! #AIinConstruction #RAGChatbots #APCMasteryPath #ConstructionInnovation #AIRevolution

🚀 Exciting News for RICS APC Candidates! 🚀   🏗️ Dive into our latest blog post where we explore the cutting-edge of Construction Technology & Environmental Services! From the strength of engineering structures to the resilience of sea defences, we’ve got you covered. 🌉🛤️   🔍 Each section is packed with real-life examples, references to RICS guidance notes, and insights into UK laws: ⚫Engineering Structures: Discover innovations shaping our skylines. ⚫Bridges: Learn about the marvels connecting our cities. ⚫Tunnels: Unearth the complexities beneath our feet. ⚫Roads: Navigate the pathways of progress. ⚫Railways: Track the advancements speeding us forward. ⚫Waterways: Flow through the veins of our trade. ⚫Sea Defences: Stand firm against the tides of change. ⚫Earthworks: Move mountains with groundbreaking techniques. ⚫Sewage Treatment Plants: Clean solutions for a greener tomorrow.   🤖 Plus, get exclusive insights on how AI is revolutionizing the construction industry!   Join the APC Mastery Path for bespoke teaching and mentoring services tailored for RICS APC success. Let’s build the future together! 🛠️   👉 Check out the blog and start your journey to mastery today!   📜 You can read the blogpost from here: https://lnkd.in/eD2V5wqe   👉 Visit my website www.apcmasterypath.co.uk for further details and insights.    #RICS #APCMastery #ConstructionTech #EnvironmentalServices #AIinConstruction

🚀 Unveiling Part 4: Mastering Procurement & Tendering for RICS APC Candidates! 🏗️   🔍 Part 4 of our comprehensive guide is here! Perfect for RICS APC candidates, this edition covers:   📄 Compilation of Tender Documents: Dive into the essentials of tender documentation, crafted to meet RICS standards and UK legal requirements. 📚 💸 Pre and Post Tender Estimates: Gain insights on estimating with precision, reflecting true costs and informed by real-world examples. 🎯 📊 Tender Analysis: Learn to evaluate tenders comprehensively, considering value, compliance, and potential for success. 🧐 📑 Tender Reports: Master the skill of reporting on tender outcomes, guided by RICS best practices. 📝 🤝 Partnering – Project and Strategic: Embrace the power of partnerships in procurement, supported by case studies and legal frameworks. 🤖   🔗 Don’t miss out on the wealth of knowledge in our latest blog post: Procurement and Tendering Part IV. 👉Read our latest blogpost from here: https://lnkd.in/eFdexfHE Join us at APC Mastery Path for bespoke teaching, mentoring, and a glimpse into AI’s transformative role in construction. 🌐 📖 Do not forget to visit our website www.apcmasterypath.co.uk for further blogs and insights. #RICSAPC #Procurement #Tendering #ConstructionAI #APCMasteryPath

🌟 Latest Insight from APC Mastery Path: Part 3 of 4Tendering Strategies for RICS APC Candidates! 📚   We are pleased to announce the newest addition to our blog series on Procurement & Tendering. In this third installment, we delve into the intricacies of the tendering process:   📈 Overview of Tendering: Elevating your understanding of procurement essentials. 📜 Standard Rules of Tendering: Deciphering the codes of practice and practice notes. 🔄 Single/Two-Stage Tendering: Comparing competitive and negotiated tendering. 💻 Electronic Tendering: Leveraging digital tools for procurement efficiency. 📋 Compilation of Tender Lists: The strategic process of pre-qualifying contractors.   Each topic is thoroughly explored with references to RICS guidance notes, UK laws, and illustrated with real-life examples.   🔗 Explore the latest blog post from APC Mastery Path, where we provide bespoke teaching and mentoring packages for RICS candidates and showcase the role of AI in construction.   👉Read my latest blogpost from here: https://lnkd.in/eSB7XcBK   📖 Do not forget to visit our website www.apcmasterypath.co.uk for further blogs and insights.   🏗️ #APCMasteryPath #RICS #Tendering #ProcurementStrategy #AIInConstruction