A Complete Look at Large Language Models

Thanks to the widespread adoption of ChatGPT, millions of people are now using Conversational AI tools in their daily lives. At its essence, ChatGPT belongs to a class of AI systems called Large Language Models, which can perform an outstanding variety of cognitive tasks involving natural language.

What are Large Language Models?
Language Models (LMs) are a class of probabilistic models explicitly tailored to identify and learn statistical patterns in natural language. Because of their current success, they are seen commonly as models that comprehensively understand natural language. But surprisingly, they are trained with quite a simple logic.

In this video, let's explore the main concepts related to building and using LLMs.

References:

00:00 Introduction
00:27 Self-Supervised Learning
01:35 Fine-Tuning and Transfer Learning
03:04 Architecture of an LLM
04:40 Encoder-Decoder Structure
05:40 Making Bigger Models
06:58 Data Need of LLMs
07:40 Emergent Abilities of LLMs
08:30 Instruction Tuning
09:40 Reinforcement Learning from Human Feedback
10:17 Follow us for more!

▬▬▬▬▬▬▬▬▬▬▬▬ CONNECT ▬▬▬▬▬▬▬▬▬▬▬▬

▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬

#MachineLearning #DeepLearning

[AP-hvdh]

Pure 🔥 as usual. The Dream Team at Assembly AI has been next level for years in coverage of ML and AI. Much appreciated!

[Sandeepkumar-dmbp]

very well explained. Really helpful. Thank you. :)

[kunal]

🙏Please suggest where can i learn Generative AI, i am in need, and not able to find good course regarding this, help me...

[amparoconsuelo]

I don't even know what kind of code is compiled. What does the code look like? What is the compiler? What is the output or result of compilation? Is it already the LLM? Or is there still a need for pre-training and fine tuning?

[hongthienvu]

I can understand what sir is saying, but because my home TV uses google fi and local wifi networks, my data source is not clear, as well as English is an unaccented word, while the local language My method is in accented phonetics, so while translating and playing it into text or print will cause misunderstandings, I have many times I cannot upload my files to merge it, and now in my files it is there are many duplicate files, when google store translates into my language into play store, that's all, it's a different operating system, very tiring sir, thank you

[generativeresearch]

Imagine that in 10 years time people will be training RLLM (Really Large Language Models) in their smartphones

[mohammedalikhan]

I approached here because of this beautiful girl model..