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| Name | Mistral 7b RAG LLM guide |
| Video Uploader | Video From UbiOps |
| Upload Date | This Video Uploaded At 03-05-2024 20:42:59 |
| Video Discription | Welcome back, data enthusiasts! 🚀 Dive into the world of Retrieval Augmented Generation (RAG) with our latest tutorial video. In this comprehensive guide, we'll show you how to harness the power of RAG to elevate your Large Language Models (LLMs) without breaking the bank on extensive fine-tuning. Join us as we walk you through each step of the process, from project creation to deployment, creating a RAG system with the Mistral 7b Instruct model on the UbiOps platform. Discover why RAG might be the game-changer you've been searching for to tailor your models to specific tasks efficiently and cost-effectively. By the end of this tutorial, you'll be equipped to take your pre-trained LLMs to new heights, empowered by the robust capabilities of RAG. Say goodbye to the complexities of fine-tuning and hello to total control over your data! You can also follow the detailed, written version of this tutorial here: https://ubiops.com/implementing-rag-for-your-llm-mistral/ 🔍 Learn how to: - Create a project and API token on UbiOps for seamless management. - Set up a custom environment to ensure smooth operations. - Initiate a training run with ease, leveraging environment variables for efficiency. - Create a deployment effortlessly, containerizing your code and defining inputs/outputs. ⚙️ To successfully complete this guide, you will need: - UbiOps account with training functionality enabled (see below) - Supporting files and code snippets included in the full tutorial: https://ubiops.com/implementing-rag-for-your-llm-mistral/ 🚀 UbiOps: - Free trial account sign-up: https://app.ubiops.com/sign-up/ - Slack community: https://join.slack.com/t/ubiops-community/shared_invite/zt-np02blts-5xyFK0azBOuhJzdRSYwM_w - Contact form: http://ubiops.com/contact-us/ - Blog page for more guides: https://ubiops.com/blog/ - Documentation: https://ubiops.com/docs/ 🎥 Don't miss out on this opportunity to level up your AI and machine learning game. Hit that like button, share with your fellow tech enthusiasts, and subscribe to stay updated on our latest tutorials and insights. Happy coding! 🚀 Chapters: 0:00 Introduction 1:20 Create project & API token 1:57 Create code environment 2:21 Generate embeddings 2:58 Deploy RAG-enabled LLM 3:40 Conclusion #AI #MachineLearning #RAG #mistral #LLM #Tutorial #Tech #DataScience #UbiOps |
| Category | Science & Technology |
| Tags | NLP | deploy chatbot | deploy chatbot on website | deploy llm | deploy llm models | deploy ai model | artificial intelligence | ai | mlops tutorial | tokenization | nlp basics techniques | learn nlp techniques free | machine learning | RAG | retrieval augmented generation | retrieval augmented generation tutorial | ubiops | mistral | mistral ai | mistral 7b | mistral 7b instruct | mistral 7b rag | llm tutorial | llm rag tutorial | deploy mistral 7b | open source llm | open source rag llm |
