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TORRENT DETAILS
Udemy - Non-technical Introduction To Large Language Models
TORRENT SUMMARY
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An overview of Large Language Models for non-technical people, less the jargons, more simple explanations.
What you'll learn
Examples of Large Language Models aside from ChatGPT.
How Large Language Models work.
How to execute different use cases using ChatGPT.
How to fine-tune a model with custom dataset.
What are the existing challenges of Large Language Models and Generative AI in general.
Resources you can use to further learn about Large Language Models.
Requirements
No prior experience needed. You will learn what you need to know in this introductory course.
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FILE LIST
Filename
Size
~Get Your Files Here !/1. Introduction/1. Introduction.mp4
4.9 MB
~Get Your Files Here !/2. What is a Large Language Model/1. Defining Large Language Models.mp4
10.7 MB
~Get Your Files Here !/2. What is a Large Language Model/2. A Large Language Model in a Diagram.mp4
83.3 MB
~Get Your Files Here !/2. What is a Large Language Model/3. How Large Language Models work.mp4
51.5 MB
~Get Your Files Here !/3. Important Terminologies/1. Context Length.mp4
37.8 MB
~Get Your Files Here !/3. Important Terminologies/2. Dataset.mp4
85.8 MB
~Get Your Files Here !/3. Important Terminologies/3. Fine-tuning.mp4
27 MB
~Get Your Files Here !/3. Important Terminologies/4. Hallucinations.mp4
23.6 MB
~Get Your Files Here !/3. Important Terminologies/5. LoRA and QLoRA.mp4
29.2 MB
~Get Your Files Here !/3. Important Terminologies/6. Quantization.mp4
44.1 MB
~Get Your Files Here !/3. Important Terminologies/7. Foundation Model.mp4
16.1 MB
~Get Your Files Here !/4. How LLMs are trained/1. How Large Language Models are Trained.mp4
9.9 MB
~Get Your Files Here !/4. How LLMs are trained/2. Alpaca Model with Synthetic Data.mp4
17.9 MB
~Get Your Files Here !/5. What are some examples of Large Language Models/1. Primary types of Large Language Models.mp4
14.8 MB
~Get Your Files Here !/5. What are some examples of Large Language Models/2. Proprietary vs Open Source.mp4
125.7 MB
~Get Your Files Here !/6. Different use cases of LLMs/1. Creating Documentation.mp4
40.7 MB
~Get Your Files Here !/6. Different use cases of LLMs/2. Coding.mp4
33.2 MB
~Get Your Files Here !/6. Different use cases of LLMs/3. Coding - More advanced.mp4
47.8 MB
~Get Your Files Here !/6. Different use cases of LLMs/4. Writing a story.mp4
52.2 MB
~Get Your Files Here !/7. Finetuning an LLM using custom dataset/1. Offline applications you can use.mp4
70.2 MB
~Get Your Files Here !/7. Finetuning an LLM using custom dataset/2. Fine-tuning a Large Language Model Part 1.mp4
80.2 MB
~Get Your Files Here !/7. Finetuning an LLM using custom dataset/3. Fine-tuning a Large Language Model Part 2.mp4
282.5 MB
~Get Your Files Here !/8. End note/1. What's next.mp4
