Name [ FreeCourseWeb.com ] Linkedin - Grounding Techniques for LLMs

File Type video

Size 433.27MB

UpdateDate 2024-9-18

hash *****BBBA99195592F6590F32D6B4792777D85E

Hot 13

Files Get Bonus Downloads Here.url | 183B ~Get Your Files Here !/01 - Introduction/01 - Understanding grounding techniques for LLMs.mp4 | 2.48MB ~Get Your Files Here !/01 - Introduction/01 - Understanding grounding techniques for LLMs.srt | 1.16KB ~Get Your Files Here !/01 - Introduction/02 - Setting up your LLM environment.mp4 | 14.48MB ~Get Your Files Here !/01 - Introduction/02 - Setting up your LLM environment.srt | 11.23KB ~Get Your Files Here !/02 - 1. Basic LLM Hallucinations/01 - What is a hallucination.mp4 | 1.70MB ~Get Your Files Here !/02 - 1. Basic LLM Hallucinations/01 - What is a hallucination.srt | 1.35KB ~Get Your Files Here !/02 - 1. Basic LLM Hallucinations/02 - Hallucination examples.mp4 | 1.95MB ~Get Your Files Here !/02 - 1. Basic LLM Hallucinations/02 - Hallucination examples.srt | 1.55KB ~Get Your Files Here !/02 - 1. Basic LLM Hallucinations/03 - Comparing hallucinations across LLMs.mp4 | 7.93MB ~Get Your Files Here !/02 - 1. Basic LLM Hallucinations/03 - Comparing hallucinations across LLMs.srt | 5.39KB ~Get Your Files Here !/02 - 1. Basic LLM Hallucinations/04 - Dangers of hallucinations.mp4 | 6.95MB ~Get Your Files Here !/02 - 1. Basic LLM Hallucinations/04 - Dangers of hallucinations.srt | 5.37KB ~Get Your Files Here !/02 - 1. Basic LLM Hallucinations/05 - Challenge Finding a hallucination.mp4 | 893.54KB ~Get Your Files Here !/02 - 1. Basic LLM Hallucinations/05 - Challenge Finding a hallucination.srt | 846B ~Get Your Files Here !/02 - 1. Basic LLM Hallucinations/06 - Solution Finding a hallucination.mp4 | 6.22MB ~Get Your Files Here !/02 - 1. Basic LLM Hallucinations/06 - Solution Finding a hallucination.srt | 4.63KB ~Get Your Files Here !/03 - 2. Types of Hallucinations/01 - Training LLMs on time-sensitive data.mp4 | 4.42MB ~Get Your Files Here !/03 - 2. Types of Hallucinations/01 - Training LLMs on time-sensitive data.srt | 3.22KB ~Get Your Files Here !/03 - 2. Types of Hallucinations/02 - Poorly curated training data.mp4 | 6.41MB ~Get Your Files Here !/03 - 2. Types of Hallucinations/02 - Poorly curated training data.srt | 3.54KB ~Get Your Files Here !/03 - 2. Types of Hallucinations/03 - Faithfulness and context.mp4 | 9.39MB ~Get Your Files Here !/03 - 2. Types of Hallucinations/03 - Faithfulness and context.srt | 6.87KB ~Get Your Files Here !/03 - 2. Types of Hallucinations/04 - Ambiguous responses.mp4 | 5.56MB ~Get Your Files Here !/03 - 2. Types of Hallucinations/04 - Ambiguous responses.srt | 3.72KB ~Get Your Files Here !/03 - 2. Types of Hallucinations/05 - Incorrect output structure.mp4 | 5.16MB ~Get Your Files Here !/03 - 2. Types of Hallucinations/05 - Incorrect output structure.srt | 5.15KB ~Get Your Files Here !/03 - 2. Types of Hallucinations/06 - Declining to respond.mp4 | 10.38MB ~Get Your Files Here !/03 - 2. Types of Hallucinations/06 - Declining to respond.srt | 7.38KB ~Get Your Files Here !/03 - 2. Types of Hallucinations/07 - Fine-tuning hallucinations.mp4 | 8.25MB ~Get Your Files Here !/03 - 2. Types of Hallucinations/07 - Fine-tuning hallucinations.srt | 6.05KB ~Get Your Files Here !/03 - 2. Types of Hallucinations/08 - LLM sampling techniques and adjustments.mp4 | 10.76MB ~Get Your Files Here !/03 - 2. Types of Hallucinations/08 - LLM sampling techniques and adjustments.srt | 7.11KB ~Get Your Files Here !/03 - 2. Types of Hallucinations/09 - Bad citations.mp4 | 4.28MB ~Get Your Files Here !/03 - 2. Types of Hallucinations/09 - Bad citations.srt | 3.25KB ~Get Your Files Here !/03 - 2. Types of Hallucinations/10 - Incomplete information extraction.mp4 | 8.24MB ~Get Your Files Here !/03 - 2. Types of Hallucinations/10 - Incomplete information extraction.srt | 5.90KB ~Get Your Files Here !/04 - 3. Mitigating Hallucinations/01 - Few-shot learning.mp4 | 5.06MB ~Get Your Files Here !/04 - 3. Mitigating Hallucinations/01 - Few-shot learning.srt | 4.95KB ~Get Your Files Here !/04 - 3. Mitigating Hallucinations/02 - Chain of thought reasoning.mp4 | 7.49MB ~Get Your Files Here !/04 - 3. Mitigating Hallucinations/02 - Chain of thought reasoning.srt | 5.78KB ~Get Your Files Here !/04 - 3. Mitigating Hallucinations/03 - Structured templates.mp4 | 4.35MB ~Get Your Files Here !/04 - 3. Mitigating Hallucinations/03 - Structured templates.srt | 3.63KB ~Get Your Files Here !/04 - 3. Mitigating Hallucinations/04 - Retrieval-augmented generation.mp4 | 6.92MB ~Get Your Files Here !/04 - 3. Mitigating Hallucinations/04 - Retrieval-augmented generation.srt | 6.04KB ~Get Your Files Here !/04 - 3. Mitigating Hallucinations/05 - Updating LLM model versions.mp4 | 10.12MB ~Get Your Files Here !/04 - 3. Mitigating Hallucinations/05 - Updating LLM model versions.srt | 7.17KB ~Get Your Files Here !/04 - 3. Mitigating Hallucinations/06 - Model fine-tuning for mitigating hallucinations.mp4 | 24.23MB ~Get Your Files Here !/04 - 3. Mitigating Hallucinations/06 - Model fine-tuning for mitigating hallucinations.srt | 13.73KB ~Get Your Files Here !/04 - 3. Mitigating Hallucinations/07 - Orchestrating workflows through model routing.mp4 | 18.26MB ~Get Your Files Here !/04 - 3. Mitigating Hallucinations/07 - Orchestrating workflows through model routing.srt | 14.18KB ~Get Your Files Here !/04 - 3. Mitigating Hallucinations/08 - Challenge Automating ecommerce reviews with LLMs.mp4 | 3.28MB ~Get Your Files Here !/04 - 3. Mitigating Hallucinations/08 - Challenge Automating ecommerce reviews with LLMs.srt | 2.20KB ~Get Your Files Here !/04 - 3. Mitigating Hallucinations/09 - Solution Automating ecommerce reviews with LLMs.mp4 | 8.85MB ~Get Your Files Here !/04 - 3. Mitigating Hallucinations/09 - Solution Automating ecommerce reviews with LLMs.srt | 4.55KB ~Get Your Files Here !/05 - 4. Detecting Hallucinations/01 - Creating LLM evaluation pipelines.mp4 | 8.48MB ~Get Your Files Here !/05 - 4. Detecting Hallucinations/01 - Creating LLM evaluation pipelines.srt | 10.13KB ~Get Your Files Here !/05 - 4. Detecting Hallucinations/02 - LLM self-assessment pipelines.mp4 | 19.87MB ~Get Your Files Here !/05 - 4. Detecting Hallucinations/02 - LLM self-assessment pipelines.srt | 12.68KB ~Get Your Files Here !/05 - 4. Detecting Hallucinations/03 - Human-in-the-loop systems.mp4 | 15.14MB ~Get Your Files Here !/05 - 4. Detecting Hallucinations/03 - Human-in-the-loop systems.srt | 9.54KB ~Get Your Files Here !/05 - 4. Detecting Hallucinations/04 - Specialized models for hallucination detection.mp4 | 24.38MB ~Get Your Files Here !/05 - 4. Detecting Hallucinations/04 - Specialized models for hallucination detection.srt | 15.94KB ~Get Your Files Here !/05 - 4. Detecting Hallucinations/05 - Building an evaluation dataset.mp4 | 12.84MB ~Get Your Files Here !/05 - 4. Detecting Hallucinations/05 - Building an evaluation dataset.srt | 8.50KB ~Get Your Files Here !/05 - 4. Detecting Hallucinations/06 - Optimizing prompts with DSPY.mp4 | 48.75MB ~Get Your Files Here !/05 - 4. Detecting Hallucinations/06 - Optimizing prompts with DSPY.srt | 27.26KB ~Get Your Files Here !/05 - 4. Detecting Hallucinations/07 - Optimizing hallucination detections with DSPY.mp4 | 19.31MB ~Get Your Files Here !/05 - 4. Detecting Hallucinations/07 - Optimizing hallucination detections with DSPY.srt | 10.77KB ~Get Your Files Here !/05 - 4. Detecting Hallucinations/08 - Real-world LLM user testing.mp4 | 16.48MB ~Get Your Files Here !/05 - 4. Detecting Hallucinations/08 - Real-world LLM user testing.srt | 11.06KB ~Get Your Files Here !/05 - 4. Detecting Hallucinations/09 - Challenge A more well-rounded AI trivia agent.mp4 | 1.36MB ~Get Your Files Here !/05 - 4. Detecting Hallucinations/09 - Challenge A more well-rounded AI trivia agent.srt | 1.17KB ~Get Your Files Here !/05 - 4. Detecting Hallucinations/10 - Solution A more well-rounded AI trivia agent.mp4 | 8.42MB ~Get Your Files Here !/05 - 4. Detecting Hallucinations/10 - Solution A more well-rounded AI trivia agent.srt | 5.38KB ~Get Your Files Here !/06 - 5. Hallucination Paper Review/01 - Ragas Evaluation paper.mp4 | 9.20MB ~Get Your Files Here !/06 - 5. Hallucination Paper Review/01 - Ragas Evaluation paper.srt | 5.45KB ~Get Your Files Here !/06 - 5. Hallucination Paper Review/02 - Hallucinations in large multilingual translation models.mp4 | 15.26MB ~Get Your Files Here !/06 - 5. Hallucination Paper Review/02 - Hallucinations in large multilingual translation models.srt | 8.23KB ~Get Your Files Here !/06 - 5. Hallucination Paper Review/03 - Do LLMs know what they don’t know.mp4 | 10.33MB ~Get Your Files Here !/06 - 5. Hallucination Paper Review/03 - Do LLMs know what they don’t know.srt | 5.20KB ~Get Your Files Here !/06 - 5. Hallucination Paper Review/04 - Set the Clock LLM temporal fine-tuning.mp4 | 8.85MB ~Get Your Files Here !/06 - 5. Hallucination Paper Review/04 - Set the Clock LLM temporal fine-tuning.srt | 5.46KB ~Get Your Files Here !/06 - 5. Hallucination Paper Review/05 - Review of hallucination papers.mp4 | 8.93MB ~Get Your Files Here !/06 - 5. Hallucination Paper Review/05 - Review of hallucination papers.srt | 6.21KB ~Get Your Files Here !/07 - Conclusion/01 - Continue your practice of grounding techniques for LLMs.mp4 | 1.40MB ~Get Your Files Here !/07 - Conclusion/01 - Continue your practice of grounding techniques for LLMs.srt | 1.04KB ~Get Your Files Here !/Bonus Resources.txt | 386B