Powered by
Completion
CERTIFICATE
Llama for Python Programmers
Learn to use Llama 2 LLM for Python-based AI applications. Master open-source LLMs on local hardware.
Course Cost
₹ 2,699
Intermediate
Skill Level
5 Hours
Self-paced lessons
Master Llama 2, a powerful open-source large language model (LLM), in this intermediate-level course designed for Python programmers. Learn to leverage Llama 2 for building generative AI applications on local hardware. Explore techniques like quantization using llama.cpp to run LLMs efficiently. Gain hands-on experience with zero-shot and few-shot prompting, advanced methods like grammars, and different Llama 2 variants. Discover how to integrate Llama 2 into Python applications, control model output, and optimize performance. Ideal for developers looking to harness the potential of open-source LLMs in their projects.
3,484 Enrolled
English
What you'll learn
Understand Llama 2's architecture and capabilities as an open-source LLM
Learn to run and interact with Llama 2 on local hardware using llama.cpp
Master zero-shot and few-shot prompting techniques for improved model performance
Implement advanced methods like grammars to enhance and constrain Llama 2 output
Gain practical experience in building Python-based LLM applications with Llama 2
Explore different Llama 2 model variants and their specific use cases
Skills you'll gain
This course includes:
103 Minutes PreRecorded video
3 assignments
Access on Mobile, Tablet, Desktop
FullTime access
Shareable certificate
Closed caption
Get a Completion Certificate
Share your certificate with prospective employers and your professional network on LinkedIn.
CREATED BY
PROVIDED BY
Get a Completion Certificate
Share your certificate with prospective employers and your professional network on LinkedIn.
CREATED BY
PROVIDED BY
Top companies offer this course to their employees
Top companies provide this course to enhance their employees' skills, ensuring they excel in handling complex projects and drive organizational success.
There are 3 modules in this course
This course provides a comprehensive introduction to using Llama 2, an open-source large language model, for Python-based AI applications. Students learn about Llama 2's architecture, capabilities, and how it compares to other LLMs. The curriculum covers practical skills such as running Llama 2 on local hardware, using llama.cpp for efficient inference, and implementing various prompting techniques. Participants gain hands-on experience in building Llama 2 applications, controlling model output, and utilizing advanced features like grammars. The course also explores different Llama 2 variants and their specific use cases in Python programming contexts.
Introduction to Llama 2: A High Quality Open Source Large Language Model
Module 1 · 1 Hours to complete
Under the Hood with Llama2 and Python: Understanding How it Works
Module 2 · 1 Hours to complete
Building a Llama 2 Application
Module 3 · 3 Hours to complete
Fee Structure
Payment options
Financial Aid
Reviews
Testimonials and success stories are a testament to the quality of this program and its impact on your career and learning journey. Be the first to help others make an informed decision by sharing your review of the course.
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.
5
5
Reviews
8,93,753
Students
15
Courses
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.