LLM

What is an LLM?

An LLM (Large Language Model) is a smart AI that can understand and write text like a human. It learns from lots of data, like books and websites, to help with all kinds of tasks.

What Makes LLMs Special?

  1. Very Big: They are trained on huge amounts of data, so they know a lot.
  2. Versatile: They can handle many topics because they learn from different sources.
  3. Understands Context: They can give better answers by understanding the meaning of sentences.
  4. Multilingual: They can work in many languages, not just one.

How Do LLMs Work?

  1. Training: They learn patterns in text by studying lots of examples.
  2. Answering Questions: They use what they’ve learned to respond to your input.
  3. Smart Design: They use a special system called "transformers" to connect ideas and words.

What Can LLMs Do?

  1. Write Text: They help write stories, essays, or even code.
  2. Chatbots: They power virtual assistants like ChatGPT.
  3. Translate: They translate languages or shorten long documents.
  4. Help Coders: They write and fix computer code.
  5. Find Answers: They pull useful info from large amounts of data.

Examples of LLMs

  1. OpenAI GPT (e.g., GPT-4): Great for writing and coding.
  2. Google Bard: Made for conversations.
  3. Anthropic Claude: Focused on being safe and helpful.
  4. Meta’s LLaMA: Open-source and good for research.

Why Are LLMs Useful?

  1. Do Many Things: They can handle different tasks without extra training.
  2. Work with Big Data: They manage large amounts of information easily.
  3. Simple to Use: Easy to access and use through apps or websites.

What Problems Do They Have?

  1. Expensive: They need a lot of computer power.
  2. Ethical Issues: They can spread bad or false information.
  3. Bias: They might repeat unfair or biased ideas.
  4. Context Limits: They sometimes miss the bigger picture in complex tasks.

What’s Next for LLMs?

  1. Specialized Skills: They will get better at specific jobs.
  2. More Efficient: They’ll use less computer power.
  3. Safer: There will be more focus on making them safe and ethical.


Comments

Post a Comment

Popular posts from this blog

PDC syllabus

Chapter 7: Scheduling in multiprocessing multi processing scheduling Categories of multiprocessor Technique of multiprocessor sheduling symmnetric and asymmetric Symmetric scheduling main global queues and private queues diff Asymmetrc multiprocessor process infininty  soft inifnity hard infinity load balancing static and dynanmic and distribued or in 3no ki aaga 2 2 types hain Issues in load balancing Chapter 3: Processess and thread difference  user level and kernel level thread Single thread process and multi thread process kaisa work krta Multi tasking or multi threading Multi threading programming Scaller processor / super scaller processor Intel hyper threading 1st slide: Taxonomy Pf propsed this ( MCQs ka liya yeh slide ) 4 taxonoy - Sist, simd, mist wali yeh short ka lia diff bhi aasakta ha kissi aik ka bara ma bhi Chapter#1: Short: Parallel and serial Computing diff Real life examples ka sath HPC and HTC diff Types of Parallel computing system and their diff Distribut...
Read more

4) What Jeff Bezos Wishes He Knew Before Starting Amazon – Investing Tips for 2024

  What Jeff Bezos Wishes He Knew Before Starting Amazon – Investing Tips for 2024 When Jeff Bezos founded Amazon in 1994, he could hardly predict the monumental success it would achieve. Today, Amazon stands as one of the world’s most influential companies, dominating e-commerce, cloud computing, and beyond. However, Bezos didn’t get everything right from the start. Along his journey, he gained invaluable insights into investing, entrepreneurship, and decision-making. As we approach 2024, Bezos' lessons are more relevant than ever for aspiring investors and entrepreneurs. This voiceover will delve into what Bezos wishes he knew before starting Amazon and how these lessons can guide your investment strategies in today’s fast-changing landscape. From embracing calculated risks to leveraging innovation and learning from failure, Bezos' insights can empower you to think big, act decisively, and invest wisely. So, whether you’re looking to start a business, grow your por...
Read more

3) Mark Cuban’s Advice on Building Wealth Fast and What You’re Doing Wrong

  Mark Cuban’s Advice on Building Wealth Fast and What You’re Doing Wrong Mark Cuban, a self-made billionaire, knows a thing or two about wealth-building. From humble beginnings to owning the Dallas Mavericks and making groundbreaking investments, Cuban’s financial journey is filled with lessons that anyone can learn from. But here’s the thing: despite his success, many people still struggle to achieve the same kind of wealth. Why? What are we getting wrong? In this video, we’re breaking down Mark Cuban’s top advice on building wealth fast and exposing the common mistakes that could be holding you back. If you’re serious about transforming your financial future, keep watching—you won’t want to miss this. 1. Stop Waiting for the Perfect Moment: One of the biggest mistakes Cuban sees people making is waiting for the perfect moment to start. Whether it’s investing, starting a business, or making big financial decisions, the idea that "someday" things will align...
Read more