Udemy - RAG Tuning LLM Models
- Category Other
- Type Tutorials
- Language English
- Total size 990.3 MB
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- Last checked 2 days ago
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Infohash : 03A8761F0197C279D3C75F66A19B141A57BE98A6
RAG Tuning LLM Models
https://DevCourseWeb.com
Published 11/2023
Created by Richard Aragon
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 7 Lectures ( 51m ) | Size: 990 MB
The Individual Processes Involved With RAG Tuning LLM Models and How To Deploy Them
What you'll learn
What is RAG and why is it useful for LLMs?
What are the benefits and challenges of RAG tuning?
How to fine-tune a RAG model on a specific task or domain?
How to optimize the RAG model for speed and memory efficiency?
Requirements
Python programming PyTorch framework Natural language processing Large language models Hugging Face Transformers library
Files:
[ DevCourseWeb.com ] Udemy - RAG Tuning LLM Models- Get Bonus Downloads Here.url (0.2 KB) ~Get Your Files Here !
- 1. Introduction.mp4 (126.3 MB)
- 2. The RAG Framework and Its Components.mp4 (194.3 MB)
- 2.1 The RAG Framework and Its Components.pdf (68.3 KB)
- 3. Fine Tuning A RAG Model On A Specific Task Or Domain.mp4 (95.6 MB)
- 3.1 Fine Tuning A RAG Model On A Specific Task Or Domain.pdf (45.3 KB)
- 4. How To Optimize the RAG Model For Speed and Memory Efficiency.mp4 (122.5 MB)
- 4.1 How To Optimize the RAG Model For Speed and Memory Efficiency.pdf (53.6 KB)
- 5. Building A RAG-Based LLM Application From Scratch and Deploying It In Production.mp4 (105.7 MB)
- 5.1 How To Build A RAG-Based LLM Application From Scratch and Deploy It In Production.pdf (53.8 KB)
- 6. Current Limitations and Future Directions of RAG Research.mp4 (133.7 MB)
- 7. A Field Trip To Real World RAG-Based Applications.mp4 (212.0 MB)
- Bonus Resources.txt (0.4 KB)
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