Name Linkedin - Fine-Tune Your LLMs

File Type video

Size 276.64MB

UpdateDate 2024-7-2

hash *****2742F99A9A40B9DDBCB2D99EE57105DEF3

Hot 22

Files 1. Introduction/1. Introduction to fine-tuning LLMs.mp4 | 3.36MB 1. Introduction/2. Review the fine-tuning project.mp4 | 12.48MB 2. Exploring Concepts and Costs of Fine-Tuning/1. Explore LLMs.mp4 | 10.57MB 2. Exploring Concepts and Costs of Fine-Tuning/2. Review the fine-tuning process.mp4 | 9.81MB 2. Exploring Concepts and Costs of Fine-Tuning/3. Understand the costs of fine-tuning.mp4 | 8.13MB 3. Setting up Your Environment for Fine-Tuning/1. Explore the OpenAI API for fine-tuning.mp4 | 13.12MB 3. Setting up Your Environment for Fine-Tuning/2. Use GitHub codespaces.mp4 | 12.40MB 3. Setting up Your Environment for Fine-Tuning/3. Sign up for an OpenAI account.mp4 | 14.77MB 4. Preparing Data for Fine-Tuning/1. Source data for fine-tuning.mp4 | 13.19MB 4. Preparing Data for Fine-Tuning/2. Challenge- Source data for fine-tuning.mp4 | 1.67MB 4. Preparing Data for Fine-Tuning/3. Solution- Source data for fine-tuning.mp4 | 20.31MB 4. Preparing Data for Fine-Tuning/4. Prepare data for fine-tuning.mp4 | 17.25MB 4. Preparing Data for Fine-Tuning/5. Challenge- Prepare and upload data for fine-tuning.mp4 | 1.68MB 4. Preparing Data for Fine-Tuning/6. Solution- Prepare and upload data for fine-tuning.mp4 | 14.42MB 5. Fine-Tuning a Pretrained LLM/1. Train a new fine-tuned model.mp4 | 12.52MB 5. Fine-Tuning a Pretrained LLM/2. Challenge- Fine-tune a pretrained LLM.mp4 | 2.04MB 5. Fine-Tuning a Pretrained LLM/3. Solution- Fine-tune a pretrained LLM.mp4 | 13.85MB 5. Fine-Tuning a Pretrained LLM/4. Retrieve and use a fine-tuned model.mp4 | 17.64MB 5. Fine-Tuning a Pretrained LLM/5. Challenge- Develop a chatbot based on a fine-tuned model.mp4 | 3.66MB 5. Fine-Tuning a Pretrained LLM/6. Solution- Develop a chatbot based on a fine-tuned model.mp4 | 15.39MB 6. Evaluating a Fine-Tuned Model/1. Evaluate a fine-tuned model.mp4 | 18.89MB 6. Evaluating a Fine-Tuned Model/2. Iterate a fine-tuned model.mp4 | 16.39MB 6. Evaluating a Fine-Tuned Model/3. Challenge- Evaluate a fine-tuned model.mp4 | 1.72MB 6. Evaluating a Fine-Tuned Model/4. Solution- Evaluate a fine-tuned model.mp4 | 18.13MB 7. Conclusion/1. Your fine-tuning journey.mp4 | 3.25MB