FreeCourseWeb com Linkedin Grounding Techniques for LLMs | B282ABBBA99195592F6590F32D6B4792777D85E4

FreeCourseWeb com Linkedin Grounding Techniques for LLMs

Name	[ FreeCourseWeb.com ] Linkedin - Grounding Techniques for LLMs	DOWNLOAD Copy Link
Total Size	454.3 MB
Total Files	88
Last Seen	2024-10-08 01:44
Hash	B282ABBBA99195592F6590F32D6B4792777D85E4

/
Get Bonus Downloads Here.url	0.2 KB
/01 - Introduction/
01 - Understanding grounding techniques for LLMs.mp4	2.6 MB
01 - Understanding grounding techniques for LLMs.srt	1.2 KB
02 - Setting up your LLM environment.mp4	15.2 MB
02 - Setting up your LLM environment.srt	11.5 KB
/.../02 - 1. Basic LLM Hallucinations/
01 - What is a hallucination.mp4	1.8 MB
01 - What is a hallucination.srt	1.4 KB
02 - Hallucination examples.mp4	2.0 MB
02 - Hallucination examples.srt	1.6 KB
03 - Comparing hallucinations across LLMs.mp4	8.3 MB
03 - Comparing hallucinations across LLMs.srt	5.5 KB
04 - Dangers of hallucinations.mp4	7.3 MB
04 - Dangers of hallucinations.srt	5.5 KB
05 - Challenge Finding a hallucination.mp4	915.0 KB
05 - Challenge Finding a hallucination.srt	0.8 KB
06 - Solution Finding a hallucination.mp4	6.5 MB
06 - Solution Finding a hallucination.srt	4.7 KB
/.../03 - 2. Types of Hallucinations/
01 - Training LLMs on time-sensitive data.mp4	4.6 MB
01 - Training LLMs on time-sensitive data.srt	3.3 KB
02 - Poorly curated training data.mp4	6.7 MB
02 - Poorly curated training data.srt	3.6 KB
03 - Faithfulness and context.mp4	9.8 MB
03 - Faithfulness and context.srt	7.0 KB
04 - Ambiguous responses.mp4	5.8 MB
04 - Ambiguous responses.srt	3.8 KB
05 - Incorrect output structure.mp4	5.4 MB
05 - Incorrect output structure.srt	5.3 KB
06 - Declining to respond.mp4	10.9 MB
06 - Declining to respond.srt	7.6 KB
07 - Fine-tuning hallucinations.mp4	8.6 MB
07 - Fine-tuning hallucinations.srt	6.2 KB
08 - LLM sampling techniques and adjustments.mp4	11.3 MB
08 - LLM sampling techniques and adjustments.srt	7.3 KB
09 - Bad citations.mp4	4.5 MB
09 - Bad citations.srt	3.3 KB
10 - Incomplete information extraction.mp4	8.6 MB
10 - Incomplete information extraction.srt	6.0 KB
/.../04 - 3. Mitigating Hallucinations/
01 - Few-shot learning.mp4	5.3 MB
01 - Few-shot learning.srt	5.1 KB
02 - Chain of thought reasoning.mp4	7.9 MB
02 - Chain of thought reasoning.srt	5.9 KB
03 - Structured templates.mp4	4.6 MB
03 - Structured templates.srt	3.7 KB
04 - Retrieval-augmented generation.mp4	7.3 MB
04 - Retrieval-augmented generation.srt	6.2 KB
05 - Updating LLM model versions.mp4	10.6 MB
05 - Updating LLM model versions.srt	7.3 KB
06 - Model fine-tuning for mitigating hallucinations.mp4	25.4 MB
06 - Model fine-tuning for mitigating hallucinations.srt	14.1 KB
07 - Orchestrating workflows through model routing.mp4	19.2 MB
07 - Orchestrating workflows through model routing.srt	14.5 KB
08 - Challenge Automating ecommerce reviews with LLMs.mp4	3.4 MB
08 - Challenge Automating ecommerce reviews with LLMs.srt	2.3 KB
09 - Solution Automating ecommerce reviews with LLMs.mp4	9.3 MB
09 - Solution Automating ecommerce reviews with LLMs.srt	4.7 KB
/.../05 - 4. Detecting Hallucinations/
01 - Creating LLM evaluation pipelines.mp4	8.9 MB
01 - Creating LLM evaluation pipelines.srt	10.4 KB
02 - LLM self-assessment pipelines.mp4	20.8 MB
02 - LLM self-assessment pipelines.srt	13.0 KB
03 - Human-in-the-loop systems.mp4	15.9 MB
03 - Human-in-the-loop systems.srt	9.8 KB
04 - Specialized models for hallucination detection.mp4	25.6 MB
04 - Specialized models for hallucination detection.srt	16.3 KB
05 - Building an evaluation dataset.mp4	13.5 MB
05 - Building an evaluation dataset.srt	8.7 KB
06 - Optimizing prompts with DSPY.mp4	51.1 MB
06 - Optimizing prompts with DSPY.srt	27.9 KB
07 - Optimizing hallucination detections with DSPY.mp4	20.3 MB
07 - Optimizing hallucination detections with DSPY.srt	11.0 KB
08 - Real-world LLM user testing.mp4	17.3 MB
08 - Real-world LLM user testing.srt	11.3 KB
09 - Challenge A more well-rounded AI trivia agent.mp4	1.4 MB
09 - Challenge A more well-rounded AI trivia agent.srt	1.2 KB
10 - Solution A more well-rounded AI trivia agent.mp4	8.8 MB
10 - Solution A more well-rounded AI trivia agent.srt	5.5 KB
/.../06 - 5. Hallucination Paper Review/
01 - Ragas Evaluation paper.mp4	9.6 MB
01 - Ragas Evaluation paper.srt	5.6 KB
02 - Hallucinations in large multilingual translation models.mp4	16.0 MB
02 - Hallucinations in large multilingual translation models.srt	8.4 KB
03 - Do LLMs know what they don’t know.mp4	10.8 MB
03 - Do LLMs know what they don’t know.srt	5.3 KB
04 - Set the Clock LLM temporal fine-tuning.mp4	9.3 MB
04 - Set the Clock LLM temporal fine-tuning.srt	5.6 KB
05 - Review of hallucination papers.mp4	9.4 MB
05 - Review of hallucination papers.srt	6.4 KB
/07 - Conclusion/
01 - Continue your practice of grounding techniques for LLMs.mp4	1.5 MB
01 - Continue your practice of grounding techniques for LLMs.srt	1.1 KB
/~Get Your Files Here !/
Bonus Resources.txt	0.4 KB
Total files 88