Filename Size ~Get Your Files Here !/01 - Introduction/01 - Understanding grounding techniques for LLMs.mp4 2.5 MB ~Get Your Files Here !/01 - Introduction/01 - Understanding grounding techniques for LLMs.srt 1.2 KB ~Get Your Files Here !/01 - Introduction/02 - Setting up your LLM environment.mp4 14.5 MB ~Get Your Files Here !/01 - Introduction/02 - Setting up your LLM environment.srt 11.2 KB ~Get Your Files Here !/02 - 1. Basic LLM Hallucinations/01 - What is a hallucination.mp4 1.7 MB ~Get Your Files Here !/02 - 1. Basic LLM Hallucinations/01 - What is a hallucination.srt 1.3 KB ~Get Your Files Here !/02 - 1. Basic LLM Hallucinations/02 - Hallucination examples.mp4 1.9 MB ~Get Your Files Here !/02 - 1. Basic LLM Hallucinations/02 - Hallucination examples.srt 1.5 KB ~Get Your Files Here !/02 - 1. Basic LLM Hallucinations/03 - Comparing hallucinations across LLMs.mp4 7.9 MB ~Get Your Files Here !/02 - 1. Basic LLM Hallucinations/03 - Comparing hallucinations across LLMs.srt 5.4 KB ~Get Your Files Here !/02 - 1. Basic LLM Hallucinations/04 - Dangers of hallucinations.mp4 7 MB ~Get Your Files Here !/02 - 1. Basic LLM Hallucinations/04 - Dangers of hallucinations.srt 5.4 KB ~Get Your Files Here !/02 - 1. Basic LLM Hallucinations/05 - Challenge Finding a hallucination.mp4 893.5 KB ~Get Your Files Here !/02 - 1. Basic LLM Hallucinations/05 - Challenge Finding a hallucination.srt 846 B ~Get Your Files Here !/02 - 1. Basic LLM Hallucinations/06 - Solution Finding a hallucination.mp4 6.2 MB ~Get Your Files Here !/02 - 1. Basic LLM Hallucinations/06 - Solution Finding a hallucination.srt 4.6 KB ~Get Your Files Here !/03 - 2. Types of Hallucinations/01 - Training LLMs on time-sensitive data.mp4 4.4 MB ~Get Your Files Here !/03 - 2. Types of Hallucinations/01 - Training LLMs on time-sensitive data.srt 3.2 KB ~Get Your Files Here !/03 - 2. Types of Hallucinations/02 - Poorly curated training data.mp4 6.4 MB ~Get Your Files Here !/03 - 2. Types of Hallucinations/02 - Poorly curated training data.srt 3.5 KB ~Get Your Files Here !/03 - 2. Types of Hallucinations/03 - Faithfulness and context.mp4 9.4 MB ~Get Your Files Here !/03 - 2. Types of Hallucinations/03 - Faithfulness and context.srt 6.9 KB ~Get Your Files Here !/03 - 2. Types of Hallucinations/04 - Ambiguous responses.mp4 5.6 MB ~Get Your Files Here !/03 - 2. Types of Hallucinations/04 - Ambiguous responses.srt 3.7 KB ~Get Your Files Here !/03 - 2. Types of Hallucinations/05 - Incorrect output structure.mp4 5.2 MB ~Get Your Files Here !/03 - 2. Types of Hallucinations/05 - Incorrect output structure.srt 5.2 KB ~Get Your Files Here !/03 - 2. Types of Hallucinations/06 - Declining to respond.mp4 10.4 MB ~Get Your Files Here !/03 - 2. Types of Hallucinations/06 - Declining to respond.srt 7.4 KB ~Get Your Files Here !/03 - 2. Types of Hallucinations/07 - Fine-tuning hallucinations.mp4 8.2 MB ~Get Your Files Here !/03 - 2. Types of Hallucinations/07 - Fine-tuning hallucinations.srt 6.1 KB ~Get Your Files Here !/03 - 2. Types of Hallucinations/08 - LLM sampling techniques and adjustments.mp4 10.8 MB ~Get Your Files Here !/03 - 2. Types of Hallucinations/08 - LLM sampling techniques and adjustments.srt 7.1 KB ~Get Your Files Here !/03 - 2. Types of Hallucinations/09 - Bad citations.mp4 4.3 MB ~Get Your Files Here !/03 - 2. Types of Hallucinations/09 - Bad citations.srt 3.2 KB ~Get Your Files Here !/03 - 2. Types of Hallucinations/10 - Incomplete information extraction.mp4 8.2 MB ~Get Your Files Here !/03 - 2. Types of Hallucinations/10 - Incomplete information extraction.srt 5.9 KB ~Get Your Files Here !/04 - 3. Mitigating Hallucinations/01 - Few-shot learning.mp4 5.1 MB ~Get Your Files Here !/04 - 3. Mitigating Hallucinations/01 - Few-shot learning.srt 4.9 KB ~Get Your Files Here !/04 - 3. Mitigating Hallucinations/02 - Chain of thought reasoning.mp4 7.5 MB ~Get Your Files Here !/04 - 3. Mitigating Hallucinations/02 - Chain of thought reasoning.srt 5.8 KB ~Get Your Files Here !/04 - 3. Mitigating Hallucinations/03 - Structured templates.mp4 4.4 MB ~Get Your Files Here !/04 - 3. Mitigating Hallucinations/03 - Structured templates.srt 3.6 KB ~Get Your Files Here !/04 - 3. Mitigating Hallucinations/04 - Retrieval-augmented generation.mp4 6.9 MB ~Get Your Files Here !/04 - 3. Mitigating Hallucinations/04 - Retrieval-augmented generation.srt 6 KB ~Get Your Files Here !/04 - 3. Mitigating Hallucinations/05 - Updating LLM model versions.mp4 10.1 MB ~Get Your Files Here !/04 - 3. Mitigating Hallucinations/05 - Updating LLM model versions.srt 7.2 KB ~Get Your Files Here !/04 - 3. Mitigating Hallucinations/06 - Model fine-tuning for mitigating hallucinations.mp4 24.2 MB ~Get Your Files Here !/04 - 3. Mitigating Hallucinations/06 - Model fine-tuning for mitigating hallucinations.srt 13.7 KB ~Get Your Files Here !/04 - 3. Mitigating Hallucinations/07 - Orchestrating workflows through model routing.mp4 18.3 MB ~Get Your Files Here !/04 - 3. Mitigating Hallucinations/07 - Orchestrating workflows through model routing.srt 14.2 KB ~Get Your Files Here !/04 - 3. Mitigating Hallucinations/08 - Challenge Automating ecommerce reviews with LLMs.mp4 3.3 MB ~Get Your Files Here !/04 - 3. Mitigating Hallucinations/08 - Challenge Automating ecommerce reviews with LLMs.srt 2.2 KB ~Get Your Files Here !/04 - 3. Mitigating Hallucinations/09 - Solution Automating ecommerce reviews with LLMs.mp4 8.9 MB ~Get Your Files Here !/04 - 3. Mitigating Hallucinations/09 - Solution Automating ecommerce reviews with LLMs.srt 4.6 KB ~Get Your Files Here !/05 - 4. Detecting Hallucinations/01 - Creating LLM evaluation pipelines.mp4 8.5 MB ~Get Your Files Here !/05 - 4. Detecting Hallucinations/01 - Creating LLM evaluation pipelines.srt 10.1 KB ~Get Your Files Here !/05 - 4. Detecting Hallucinations/02 - LLM self-assessment pipelines.mp4 19.9 MB ~Get Your Files Here !/05 - 4. Detecting Hallucinations/02 - LLM self-assessment pipelines.srt 12.7 KB ~Get Your Files Here !/05 - 4. Detecting Hallucinations/03 - Human-in-the-loop systems.mp4 15.1 MB ~Get Your Files Here !/05 - 4. Detecting Hallucinations/03 - Human-in-the-loop systems.srt 9.5 KB ~Get Your Files Here !/05 - 4. Detecting Hallucinations/04 - Specialized models for hallucination detection.mp4 24.4 MB ~Get Your Files Here !/05 - 4. Detecting Hallucinations/04 - Specialized models for hallucination detection.srt 15.9 KB ~Get Your Files Here !/05 - 4. Detecting Hallucinations/05 - Building an evaluation dataset.mp4 12.8 MB ~Get Your Files Here !/05 - 4. Detecting Hallucinations/05 - Building an evaluation dataset.srt 8.5 KB ~Get Your Files Here !/05 - 4. Detecting Hallucinations/06 - Optimizing prompts with DSPY.mp4 48.7 MB ~Get Your Files Here !/05 - 4. Detecting Hallucinations/06 - Optimizing prompts with DSPY.srt 27.3 KB ~Get Your Files Here !/05 - 4. Detecting Hallucinations/07 - Optimizing hallucination detections with DSPY.mp4 19.3 MB ~Get Your Files Here !/05 - 4. Detecting Hallucinations/07 - Optimizing hallucination detections with DSPY.srt 10.8 KB ~Get Your Files Here !/05 - 4. Detecting Hallucinations/08 - Real-world LLM user testing.mp4 16.5 MB ~Get Your Files Here !/05 - 4. Detecting Hallucinations/08 - Real-world LLM user testing.srt 11.1 KB ~Get Your Files Here !/05 - 4. Detecting Hallucinations/09 - Challenge A more well-rounded AI trivia agent.mp4 1.4 MB ~Get Your Files Here !/05 - 4. Detecting Hallucinations/09 - Challenge A more well-rounded AI trivia agent.srt 1.2 KB ~Get Your Files Here !/05 - 4. Detecting Hallucinations/10 - Solution A more well-rounded AI trivia agent.mp4 8.4 MB ~Get Your Files Here !/05 - 4. Detecting Hallucinations/10 - Solution A more well-rounded AI trivia agent.srt 5.4 KB ~Get Your Files Here !/06 - 5. Hallucination Paper Review/01 - Ragas Evaluation paper.mp4 9.2 MB ~Get Your Files Here !/06 - 5. Hallucination Paper Review/01 - Ragas Evaluation paper.srt 5.5 KB ~Get Your Files Here !/06 - 5. Hallucination Paper Review/02 - Hallucinations in large multilingual translation models.mp4 15.3 MB ~Get Your Files Here !/06 - 5. Hallucination Paper Review/02 - Hallucinations in large multilingual translation models.srt 8.2 KB ~Get Your Files Here !/06 - 5. Hallucination Paper Review/03 - Do LLMs know what they don’t know.mp4 10.3 MB ~Get Your Files Here !/06 - 5. Hallucination Paper Review/03 - Do LLMs know what they don’t know.srt 5.2 KB ~Get Your Files Here !/06 - 5. Hallucination Paper Review/04 - Set the Clock LLM temporal fine-tuning.mp4 8.8 MB ~Get Your Files Here !/06 - 5. Hallucination Paper Review/04 - Set the Clock LLM temporal fine-tuning.srt 5.5 KB ~Get Your Files Here !/06 - 5. Hallucination Paper Review/05 - Review of hallucination papers.mp4 8.9 MB ~Get Your Files Here !/06 - 5. Hallucination Paper Review/05 - Review of hallucination papers.srt 6.2 KB ~Get Your Files Here !/07 - Conclusion/01 - Continue your practice of grounding techniques for LLMs.mp4 1.4 MB ~Get Your Files Here !/07 - Conclusion/01 - Continue your practice of grounding techniques for LLMs.srt 1 KB ~Get Your Files Here !/Bonus Resources.txt 386 B
