[ FreeCourseWeb.com ] Linkedin - Grounding Techniques for LLMs

File Name

Size

Get Bonus Downloads Here.url

183 B

~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 MB

~Get Your Files Here !/01 - Introduction/02 - Setting up your LLM environment.srt

11 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

7.0 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

894 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 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

11 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

6.0 kB

~Get Your Files Here !/04 - 3. Mitigating Hallucinations/05 - Updating LLM model versions.mp4

10 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 MB

~Get Your Files Here !/04 - 3. Mitigating Hallucinations/06 - Model fine-tuning for mitigating hallucinations.srt

14 kB

~Get Your Files Here !/04 - 3. Mitigating Hallucinations/07 - Orchestrating workflows through model routing.mp4

18 MB

~Get Your Files Here !/04 - 3. Mitigating Hallucinations/07 - Orchestrating workflows through model routing.srt

14 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 kB

~Get Your Files Here !/05 - 4. Detecting Hallucinations/02 - LLM self-assessment pipelines.mp4

20 MB

~Get Your Files Here !/05 - 4. Detecting Hallucinations/02 - LLM self-assessment pipelines.srt

13 kB

~Get Your Files Here !/05 - 4. Detecting Hallucinations/03 - Human-in-the-loop systems.mp4

15 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 MB

~Get Your Files Here !/05 - 4. Detecting Hallucinations/04 - Specialized models for hallucination detection.srt

16 kB

~Get Your Files Here !/05 - 4. Detecting Hallucinations/05 - Building an evaluation dataset.mp4

13 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

49 MB

~Get Your Files Here !/05 - 4. Detecting Hallucinations/06 - Optimizing prompts with DSPY.srt

27 kB

~Get Your Files Here !/05 - 4. Detecting Hallucinations/07 - Optimizing hallucination detections with DSPY.mp4

19 MB

~Get Your Files Here !/05 - 4. Detecting Hallucinations/07 - Optimizing hallucination detections with DSPY.srt

11 kB

~Get Your Files Here !/05 - 4. Detecting Hallucinations/08 - Real-world LLM user testing.mp4

16 MB

~Get Your Files Here !/05 - 4. Detecting Hallucinations/08 - Real-world LLM user testing.srt

11 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 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 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

1.0 kB

~Get Your Files Here !/Bonus Resources.txt

386 B