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Udemy - Fine-tuning and Adapting GenAI Models in English

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Udemy - Fine-tuning and Adapting GenAI Models in English (Size: 1.6 GB)
  1 -Introduction.mp4 21.6 MB
  1 -LLM Workflow.mp4 13.8 MB
  1 -LLMOps Theory.mp4 21.5 MB
  1 -Pitfalls of LLMs Hallucinations.mp4 21.1 MB
  1 -What is Generative AI (Gen AI).mp4 39.3 MB
  10 -Access and Use Other LLMs Via Hugging Face.mp4 37 MB
  10 -Setting Up Soft-Prompting Analysis.mp4 33.9 MB
  11 -Access Mistral LLM With Hugging Face.mp4 45.4 MB
  11 -Implement Soft-Prompting.mp4 18.6 MB
  12 -LLMs via GCP.mp4 35.4 MB
  2 -Fine Tuning English Generative AI.mp4 55.4 MB
  2 -Introduction to Fine Tuning Concepts.mp4 72.4 MB
  2 -More on Gen AI.mp4 71.2 MB
  2 -RAG Theory.mp4 59.9 MB
  2 -Summarisation Overview.mp4 34.9 MB
  3 -How Does Gen AI Work.mp4 43.6 MB
  3 -Quantization.mp4 41.1 MB
  3 -RAG Intro.mp4 3.3 MB
  3 -Some Terms.mp4 45.8 MB
  3 -Working of Langchain.mp4 25 MB
  4 - Data and Code.html 614.4 B
  4 -Gen AI Models.mp4 39.3 MB
  4 -QAs With Langchain.mp4 70 MB
  4 -QLoRA-Prepare Your Data.mp4 34.5 MB
  4 -RAG x.mp4 36.3 MB
  4 -What is Google Colab.mp4 40.4 MB
  5 -Google Colabs and GPU.mp4 30.2 MB
  5 -Introduction to Llama For Asking Questions.mp4 35.6 MB
  5 -Prepare External Text Data For Use in PDFs.mp4 22.1 MB
  5 -QLoRA-Tokenization.mp4 23 MB
  5 -What are GPTs.mp4 17.3 MB
  6 -Installing Packages In Google Colab.mp4 28.6 MB
  6 -Interplays Between Gen-AI and LLMs.mp4 111.1 MB
  6 -Prompt.mp4 40 MB
  6 -QLoRA Quantization.mp4 34.3 MB
  7 -Introduction to Open API.mp4 18.5 MB
  7 -More on Prompting.mp4 34.6 MB
  7 -Read In a PDF.mp4 17.2 MB
  7 -SGD Theory.mp4 28.1 MB
  8 -Other Large Language Models (LLMs).mp4 32 MB
  8 -Read in Multiple PDFs.mp4 71.1 MB
  8 -SGD Implementation For LLM Optimisation.mp4 32.5 MB
  9 -Start With Hugging Face.mp4 19.8 MB
  9 -What is Soft Prompting.mp4 46.9 MB
  Bonus Resources.txt 409.6 B
  Get Bonus Downloads Here.url 204.8 B
  ▲ 46 total files

Description


Fine-tuning and Adapting GenAI Models in English

https://FreeCourseWeb.com

Published 12/2024
Created by Minerva Singh
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: All | Genre: eLearning | Language: English | Duration: 44 Lectures ( 3h 5m ) | Size: 1.56 GB

Master Techniques to Customize, Optimize, and Deploy Generative AI Models for Real-World Applications

What you'll learn
Learn to use Google Colab for unleashing the power of Python's text analysis and deep learning ecosystem
Introduction to the theory and implementation of LLMs and Generative AI
Get acquainted with common Large Language Model (LLM) frameworks including LangChain
Introduction to the theory and implementation of LLM Optimization
Introduction to optimization techniques such as soft prompting
Introduction to RAGs

Requirements
Prior experience of using Jupyter notebooks
Prior exposure to NLP and generative AI Concepts
Prior exposure to LLMs

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