[ FreeCourseWeb.com ] Linkedin - Grounding Techniques for LLMs
大小
433.27 MB
文件数
88
Info Hash:
B282ABBBA99195592F6590F32D6B4792777D85E4
收录时间
2025-12-21 18:53:40
更新时间
2025-12-21 21:17:30
文件列表 (88)
Get Bonus Downloads Here.url
183 B
~Get Your Files Here !/01 - Introduction/01 - Understanding grounding techniques for LLMs.mp4
2.48 MB
~Get Your Files Here !/01 - Introduction/01 - Understanding grounding techniques for LLMs.srt
1.16 KB
~Get Your Files Here !/01 - Introduction/02 - Setting up your LLM environment.mp4
14.48 MB
~Get Your Files Here !/01 - Introduction/02 - Setting up your LLM environment.srt
11.23 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
1.35 KB
~Get Your Files Here !/02 - 1. Basic LLM Hallucinations/02 - Hallucination examples.mp4
1.95 MB
~Get Your Files Here !/02 - 1. Basic LLM Hallucinations/02 - Hallucination examples.srt
1.55 KB
~Get Your Files Here !/02 - 1. Basic LLM Hallucinations/03 - Comparing hallucinations across LLMs.mp4
7.93 MB
~Get Your Files Here !/02 - 1. Basic LLM Hallucinations/03 - Comparing hallucinations across LLMs.srt
5.39 KB
~Get Your Files Here !/02 - 1. Basic LLM Hallucinations/04 - Dangers of hallucinations.mp4
6.95 MB
~Get Your Files Here !/02 - 1. Basic LLM Hallucinations/04 - Dangers of hallucinations.srt
5.37 KB
~Get Your Files Here !/02 - 1. Basic LLM Hallucinations/05 - Challenge Finding a hallucination.mp4
893.54 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
6.22 MB
~Get Your Files Here !/02 - 1. Basic LLM Hallucinations/06 - Solution Finding a hallucination.srt
4.63 KB
~Get Your Files Here !/03 - 2. Types of Hallucinations/01 - Training LLMs on time-sensitive data.mp4
4.42 MB
~Get Your Files Here !/03 - 2. Types of Hallucinations/01 - Training LLMs on time-sensitive data.srt
3.22 KB
~Get Your Files Here !/03 - 2. Types of Hallucinations/02 - Poorly curated training data.mp4
6.41 MB
~Get Your Files Here !/03 - 2. Types of Hallucinations/02 - Poorly curated training data.srt
3.54 KB
~Get Your Files Here !/03 - 2. Types of Hallucinations/03 - Faithfulness and context.mp4
9.39 MB
~Get Your Files Here !/03 - 2. Types of Hallucinations/03 - Faithfulness and context.srt
6.87 KB
~Get Your Files Here !/03 - 2. Types of Hallucinations/04 - Ambiguous responses.mp4
5.56 MB
~Get Your Files Here !/03 - 2. Types of Hallucinations/04 - Ambiguous responses.srt
3.72 KB
~Get Your Files Here !/03 - 2. Types of Hallucinations/05 - Incorrect output structure.mp4
5.16 MB
~Get Your Files Here !/03 - 2. Types of Hallucinations/05 - Incorrect output structure.srt
5.15 KB
~Get Your Files Here !/03 - 2. Types of Hallucinations/06 - Declining to respond.mp4
10.38 MB
~Get Your Files Here !/03 - 2. Types of Hallucinations/06 - Declining to respond.srt
7.38 KB
~Get Your Files Here !/03 - 2. Types of Hallucinations/07 - Fine-tuning hallucinations.mp4
8.25 MB
~Get Your Files Here !/03 - 2. Types of Hallucinations/07 - Fine-tuning hallucinations.srt
6.05 KB
~Get Your Files Here !/03 - 2. Types of Hallucinations/08 - LLM sampling techniques and adjustments.mp4
10.76 MB
~Get Your Files Here !/03 - 2. Types of Hallucinations/08 - LLM sampling techniques and adjustments.srt
7.11 KB
~Get Your Files Here !/03 - 2. Types of Hallucinations/09 - Bad citations.mp4
4.28 MB
~Get Your Files Here !/03 - 2. Types of Hallucinations/09 - Bad citations.srt
3.25 KB
~Get Your Files Here !/03 - 2. Types of Hallucinations/10 - Incomplete information extraction.mp4
8.24 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
5.06 MB
~Get Your Files Here !/04 - 3. Mitigating Hallucinations/01 - Few-shot learning.srt
4.95 KB
~Get Your Files Here !/04 - 3. Mitigating Hallucinations/02 - Chain of thought reasoning.mp4
7.49 MB
~Get Your Files Here !/04 - 3. Mitigating Hallucinations/02 - Chain of thought reasoning.srt
5.78 KB
~Get Your Files Here !/04 - 3. Mitigating Hallucinations/03 - Structured templates.mp4
4.35 MB
~Get Your Files Here !/04 - 3. Mitigating Hallucinations/03 - Structured templates.srt
3.63 KB
~Get Your Files Here !/04 - 3. Mitigating Hallucinations/04 - Retrieval-augmented generation.mp4
6.92 MB
~Get Your Files Here !/04 - 3. Mitigating Hallucinations/04 - Retrieval-augmented generation.srt
6.04 KB
~Get Your Files Here !/04 - 3. Mitigating Hallucinations/05 - Updating LLM model versions.mp4
10.12 MB
~Get Your Files Here !/04 - 3. Mitigating Hallucinations/05 - Updating LLM model versions.srt
7.17 KB
~Get Your Files Here !/04 - 3. Mitigating Hallucinations/06 - Model fine-tuning for mitigating hallucinations.mp4
24.23 MB
~Get Your Files Here !/04 - 3. Mitigating Hallucinations/06 - Model fine-tuning for mitigating hallucinations.srt
13.73 KB
~Get Your Files Here !/04 - 3. Mitigating Hallucinations/07 - Orchestrating workflows through model routing.mp4
18.26 MB
~Get Your Files Here !/04 - 3. Mitigating Hallucinations/07 - Orchestrating workflows through model routing.srt
14.18 KB
~Get Your Files Here !/04 - 3. Mitigating Hallucinations/08 - Challenge Automating ecommerce reviews with LLMs.mp4
3.28 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
8.85 MB
~Get Your Files Here !/04 - 3. Mitigating Hallucinations/09 - Solution Automating ecommerce reviews with LLMs.srt
4.55 KB
~Get Your Files Here !/05 - 4. Detecting Hallucinations/01 - Creating LLM evaluation pipelines.mp4
8.48 MB
~Get Your Files Here !/05 - 4. Detecting Hallucinations/01 - Creating LLM evaluation pipelines.srt
10.13 KB
~Get Your Files Here !/05 - 4. Detecting Hallucinations/02 - LLM self-assessment pipelines.mp4
19.87 MB
~Get Your Files Here !/05 - 4. Detecting Hallucinations/02 - LLM self-assessment pipelines.srt
12.68 KB
~Get Your Files Here !/05 - 4. Detecting Hallucinations/03 - Human-in-the-loop systems.mp4
15.14 MB
~Get Your Files Here !/05 - 4. Detecting Hallucinations/03 - Human-in-the-loop systems.srt
9.54 KB
~Get Your Files Here !/05 - 4. Detecting Hallucinations/04 - Specialized models for hallucination detection.mp4
24.38 MB
~Get Your Files Here !/05 - 4. Detecting Hallucinations/04 - Specialized models for hallucination detection.srt
15.94 KB
~Get Your Files Here !/05 - 4. Detecting Hallucinations/05 - Building an evaluation dataset.mp4
12.84 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
48.75 MB
~Get Your Files Here !/05 - 4. Detecting Hallucinations/06 - Optimizing prompts with DSPY.srt
27.26 KB
~Get Your Files Here !/05 - 4. Detecting Hallucinations/07 - Optimizing hallucination detections with DSPY.mp4
19.31 MB
~Get Your Files Here !/05 - 4. Detecting Hallucinations/07 - Optimizing hallucination detections with DSPY.srt
10.77 KB
~Get Your Files Here !/05 - 4. Detecting Hallucinations/08 - Real-world LLM user testing.mp4
16.48 MB
~Get Your Files Here !/05 - 4. Detecting Hallucinations/08 - Real-world LLM user testing.srt
11.06 KB
~Get Your Files Here !/05 - 4. Detecting Hallucinations/09 - Challenge A more well-rounded AI trivia agent.mp4
1.36 MB
~Get Your Files Here !/05 - 4. Detecting Hallucinations/09 - Challenge A more well-rounded AI trivia agent.srt
1.17 KB
~Get Your Files Here !/05 - 4. Detecting Hallucinations/10 - Solution A more well-rounded AI trivia agent.mp4
8.42 MB
~Get Your Files Here !/05 - 4. Detecting Hallucinations/10 - Solution A more well-rounded AI trivia agent.srt
5.38 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
5.45 KB
~Get Your Files Here !/06 - 5. Hallucination Paper Review/02 - Hallucinations in large multilingual translation models.mp4
15.26 MB
~Get Your Files Here !/06 - 5. Hallucination Paper Review/02 - Hallucinations in large multilingual translation models.srt
8.23 KB
~Get Your Files Here !/06 - 5. Hallucination Paper Review/03 - Do LLMs know what they don’t know.mp4
10.33 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
8.85 MB
~Get Your Files Here !/06 - 5. Hallucination Paper Review/04 - Set the Clock LLM temporal fine-tuning.srt
5.46 KB
~Get Your Files Here !/06 - 5. Hallucination Paper Review/05 - Review of hallucination papers.mp4
8.93 MB
~Get Your Files Here !/06 - 5. Hallucination Paper Review/05 - Review of hallucination papers.srt
6.21 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
1.04 KB
~Get Your Files Here !/Bonus Resources.txt
386 B