Open Source LLM Operations
This course is part of Large Language Model Operations (LLMOps).
Course Cost
₹ 38,999
Beginner
Skill Level
4 Weeks
Self-paced lessons
This comprehensive course dives deep into open source Large Language Models (LLMs), focusing on practical implementation and operations. Students will explore cutting-edge architectures like Transformers, gain hands-on experience with model fine-tuning using SkyPilot, and master efficient deployment using LoRAX and vLLM. The curriculum covers running pre-trained models, understanding LLM architectures, and implementing advanced deployment strategies, all while using state-of-the-art open source tools.
What you'll learn
Deploy and run local large language models effectively
Master model fine-tuning techniques with SkyPilot
Implement efficient model serving using LoRAX and vLLM
Develop practical solutions using open source AI tools
Understand and work with advanced LLM architectures
Create scalable training workflows across cloud providers
Build interactive AI applications using local LLMs
Optimize model deployment for production environments
Skills you'll gain
This course includes:
PreRecorded video
Graded assignments, exams
Access on Mobile, Tablet, Desktop
Limited Access access
Shareable certificate
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There are 4 modules in this course
This intensive course provides a thorough exploration of open source Large Language Models and their practical applications. Starting with fundamental concepts, students learn to access and utilize pre-trained models through libraries like HuggingFace Transformers. The curriculum progresses through local LLM deployment, model fine-tuning, and advanced topics like GPU-accelerated MLOps workflows. Special emphasis is placed on hands-on experience with tools like LLamaFile, Whisper.cpp, and SkyPilot for building and deploying AI solutions.
Getting Started with Open Source Ecosystem
Module 1
Using Local LLMs from LLamaFile to Whisper.cpp
Module 2
Applied Projects
Module 3
Recap and Final Challenges
Module 4
Fee Structure
Individual course purchase is not available - to enroll in this course with a certificate, you need to purchase the complete Professional Certificate Course. For enrollment and detailed fee structure, visit the following: Large Language Model Operations (LLMOps)
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Faculties
These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they're here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.
Frequently asked Questions
Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.






