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TORRENT DETAILS
Linkedin - Fine-Tune Your LLMs
TORRENT SUMMARY
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Level: Advanced | Genre: eLearning | Language: English
In this course, award-winning tech innovator and AI/ML leader Kesha Williams guides you through several concepts and techniques that you can use to fine-tune LLMs using your own data. Explore the concepts and costs of fine-tuning and learn how to set up your environment for it. Go over the steps to prepare your data and fine-tune a pre-trained LLM. Plus, practice evaluating and iterating a fine-tuned model. Practical, hands-on challenges in each chapter give you a chance to deepen your understanding of the topics.
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FILE LIST
Filename
Size
~Get Your Files Here !/01 - Introduction/01 - Introduction to fine-tuning LLMs.mp4
3.4 MB
~Get Your Files Here !/01 - Introduction/02 - Review the fine-tuning project.mp4
8.2 MB
~Get Your Files Here !/01 - Introduction/02 - Review the fine-tuning project.srt
4.1 KB
~Get Your Files Here !/02 - 1. Exploring Concepts and Costs of Fine-Tuning/01 - Explore LLMs.mp4
6.4 MB
~Get Your Files Here !/02 - 1. Exploring Concepts and Costs of Fine-Tuning/01 - Explore LLMs.srt
4.7 KB
~Get Your Files Here !/02 - 1. Exploring Concepts and Costs of Fine-Tuning/02 - Review the fine-tuning process.mp4
6.4 MB
~Get Your Files Here !/02 - 1. Exploring Concepts and Costs of Fine-Tuning/02 - Review the fine-tuning process.srt
4.9 KB
~Get Your Files Here !/02 - 1. Exploring Concepts and Costs of Fine-Tuning/03 - Understand the costs of fine-tuning.mp4
5.2 MB
~Get Your Files Here !/02 - 1. Exploring Concepts and Costs of Fine-Tuning/03 - Understand the costs of fine-tuning.srt
4.5 KB
~Get Your Files Here !/03 - 2. Setting up Your Environment for Fine-Tuning/01 - Explore the OpenAI API for fine-tuning.mp4
8.7 MB
~Get Your Files Here !/03 - 2. Setting up Your Environment for Fine-Tuning/01 - Explore the OpenAI API for fine-tuning.srt
5.3 KB
~Get Your Files Here !/03 - 2. Setting up Your Environment for Fine-Tuning/02 - Use GitHub codespaces.mp4
8.7 MB
~Get Your Files Here !/03 - 2. Setting up Your Environment for Fine-Tuning/02 - Use GitHub codespaces.srt
4.2 KB
~Get Your Files Here !/03 - 2. Setting up Your Environment for Fine-Tuning/03 - Sign up for an OpenAI account.mp4
7.6 MB
~Get Your Files Here !/03 - 2. Setting up Your Environment for Fine-Tuning/03 - Sign up for an OpenAI account.srt
2.9 KB
~Get Your Files Here !/04 - 3. Preparing Data for Fine-Tuning/01 - Source data for fine-tuning.mp4
9.2 MB
~Get Your Files Here !/04 - 3. Preparing Data for Fine-Tuning/01 - Source data for fine-tuning.srt
5.1 KB
~Get Your Files Here !/04 - 3. Preparing Data for Fine-Tuning/02 - Challenge Source data for fine-tuning.mp4
1.1 MB
~Get Your Files Here !/04 - 3. Preparing Data for Fine-Tuning/02 - Challenge Source data for fine-tuning.srt
918 B
~Get Your Files Here !/04 - 3. Preparing Data for Fine-Tuning/03 - Solution Source data for fine-tuning.mp4
14.4 MB
~Get Your Files Here !/04 - 3. Preparing Data for Fine-Tuning/03 - Solution Source data for fine-tuning.srt
8.4 KB
~Get Your Files Here !/04 - 3. Preparing Data for Fine-Tuning/04 - Prepare data for fine-tuning.mp4
11.9 MB
~Get Your Files Here !/04 - 3. Preparing Data for Fine-Tuning/04 - Prepare data for fine-tuning.srt
4.7 KB
~Get Your Files Here !/04 - 3. Preparing Data for Fine-Tuning/05 - Challenge Prepare and upload data for fine-tuning.mp4
1 MB
~Get Your Files Here !/04 - 3. Preparing Data for Fine-Tuning/05 - Challenge Prepare and upload data for fine-tuning.srt
928 B
~Get Your Files Here !/04 - 3. Preparing Data for Fine-Tuning/06 - Solution Prepare and upload data for fine-tuning.mp4
10.2 MB
~Get Your Files Here !/04 - 3. Preparing Data for Fine-Tuning/06 - Solution Prepare and upload data for fine-tuning.srt
4.9 KB
~Get Your Files Here !/05 - 4. Fine-Tuning a Pretrained LLM/01 - Train a new fine-tuned model.mp4
8.4 MB
~Get Your Files Here !/05 - 4. Fine-Tuning a Pretrained LLM/01 - Train a new fine-tuned model.srt
6 KB
~Get Your Files Here !/05 - 4. Fine-Tuning a Pretrained LLM/02 - Challenge Fine-tune a pretrained LLM.mp4
1.3 MB
~Get Your Files Here !/05 - 4. Fine-Tuning a Pretrained LLM/02 - Challenge Fine-tune a pretrained LLM.srt
1.3 KB
~Get Your Files Here !/05 - 4. Fine-Tuning a Pretrained LLM/03 - Solution Fine-tune a pretrained LLM.mp4
9.7 MB
~Get Your Files Here !/05 - 4. Fine-Tuning a Pretrained LLM/03 - Solution Fine-tune a pretrained LLM.srt
4.6 KB
~Get Your Files Here !/05 - 4. Fine-Tuning a Pretrained LLM/04 - Retrieve and use a fine-tuned model.mp4
12.3 MB
~Get Your Files Here !/05 - 4. Fine-Tuning a Pretrained LLM/04 - Retrieve and use a fine-tuned model.srt
6.1 KB
~Get Your Files Here !/05 - 4. Fine-Tuning a Pretrained LLM/05 - Challenge Develop a chatbot based on a fine-tuned model.mp4
2.3 MB
~Get Your Files Here !/05 - 4. Fine-Tuning a Pretrained LLM/05 - Challenge Develop a chatbot based on a fine-tuned model.srt
2.3 KB
~Get Your Files Here !/05 - 4. Fine-Tuning a Pretrained LLM/06 - Solution Develop a chatbot based on a fine-tuned model.mp4
10.8 MB
~Get Your Files Here !/05 - 4. Fine-Tuning a Pretrained LLM/06 - Solution Develop a chatbot based on a fine-tuned model.srt
6 KB
~Get Your Files Here !/06 - 5. Evaluating a Fine-Tuned Model/01 - Evaluate a fine-tuned model.mp4
12.5 MB
~Get Your Files Here !/06 - 5. Evaluating a Fine-Tuned Model/01 - Evaluate a fine-tuned model.srt
6.6 KB
~Get Your Files Here !/06 - 5. Evaluating a Fine-Tuned Model/02 - Iterate a fine-tuned model.mp4
11.4 MB
~Get Your Files Here !/06 - 5. Evaluating a Fine-Tuned Model/02 - Iterate a fine-tuned model.srt
5.5 KB
~Get Your Files Here !/06 - 5. Evaluating a Fine-Tuned Model/03 - Challenge Evaluate a fine-tuned model.mp4
1 MB
~Get Your Files Here !/06 - 5. Evaluating a Fine-Tuned Model/04 - Solution Evaluate a fine-tuned model.mp4
12.8 MB
~Get Your Files Here !/06 - 5. Evaluating a Fine-Tuned Model/04 - Solution Evaluate a fine-tuned model.srt
5.5 KB
~Get Your Files Here !/07 - Conclusion/01 - Your fine-tuning journey.mp4
3.2 MB
~Get Your Files Here !/07 - Conclusion/01 - Your fine-tuning journey.srt
