Linkedin Grounding Techniques for LLMs FreeCourseWeb

Linkedin Grounding Techniques for LLMs FreeCourseWeb
     Get Bonus Downloads Here.url -


     01 - Understanding grounding techniques for LLMs.mp4 -


     01 - Understanding grounding techniques for LLMs.srt -


     02 - Setting up your LLM environment.mp4 -


     02 - Setting up your LLM environment.srt -


     01 - What is a hallucination.mp4 -


     01 - What is a hallucination.srt -


     02 - Hallucination examples.mp4 -


     02 - Hallucination examples.srt -


     03 - Comparing hallucinations across LLMs.mp4 -


     03 - Comparing hallucinations across LLMs.srt -


     04 - Dangers of hallucinations.mp4 -


     04 - Dangers of hallucinations.srt -


     05 - Challenge Finding a hallucination.mp4 -


     05 - Challenge Finding a hallucination.srt -


     06 - Solution Finding a hallucination.mp4 -


     06 - Solution Finding a hallucination.srt -


     01 - Training LLMs on time-sensitive data.mp4 -


     01 - Training LLMs on time-sensitive data.srt -


     02 - Poorly curated training data.mp4 -


     02 - Poorly curated training data.srt -


     03 - Faithfulness and context.mp4 -


     03 - Faithfulness and context.srt -


     04 - Ambiguous responses.mp4 -


     04 - Ambiguous responses.srt -


     05 - Incorrect output structure.mp4 -


     05 - Incorrect output structure.srt -


     06 - Declining to respond.mp4 -


     06 - Declining to respond.srt -


     07 - Fine-tuning hallucinations.mp4 -


     07 - Fine-tuning hallucinations.srt -


     08 - LLM sampling techniques and adjustments.mp4 -


     08 - LLM sampling techniques and adjustments.srt -


     09 - Bad citations.mp4 -


     09 - Bad citations.srt -


     10 - Incomplete information extraction.mp4 -


     10 - Incomplete information extraction.srt -


     01 - Few-shot learning.mp4 -


     01 - Few-shot learning.srt -


     02 - Chain of thought reasoning.mp4 -


     02 - Chain of thought reasoning.srt -


     03 - Structured templates.mp4 -


     03 - Structured templates.srt -


     04 - Retrieval-augmented generation.mp4 -


     04 - Retrieval-augmented generation.srt -


     05 - Updating LLM model versions.mp4 -


     05 - Updating LLM model versions.srt -


     06 - Model fine-tuning for mitigating hallucinations.mp4 -


     06 - Model fine-tuning for mitigating hallucinations.srt -


     07 - Orchestrating workflows through model routing.mp4 -


     07 - Orchestrating workflows through model routing.srt -


     08 - Challenge Automating ecommerce reviews with LLMs.mp4 -


     08 - Challenge Automating ecommerce reviews with LLMs.srt -


     09 - Solution Automating ecommerce reviews with LLMs.mp4 -


     09 - Solution Automating ecommerce reviews with LLMs.srt -


     01 - Creating LLM evaluation pipelines.mp4 -


     01 - Creating LLM evaluation pipelines.srt -


     02 - LLM self-assessment pipelines.mp4 -


     02 - LLM self-assessment pipelines.srt -


     03 - Human-in-the-loop systems.mp4 -


     03 - Human-in-the-loop systems.srt -


     04 - Specialized models for hallucination detection.mp4 -


     04 - Specialized models for hallucination detection.srt -


     05 - Building an evaluation dataset.mp4 -


     05 - Building an evaluation dataset.srt -


     06 - Optimizing prompts with DSPY.mp4 -


     06 - Optimizing prompts with DSPY.srt -


     07 - Optimizing hallucination detections with DSPY.mp4 -


     07 - Optimizing hallucination detections with DSPY.srt -


     08 - Real-world LLM user testing.mp4 -


     08 - Real-world LLM user testing.srt -


     09 - Challenge A more well-rounded AI trivia agent.mp4 -


     09 - Challenge A more well-rounded AI trivia agent.srt -


     10 - Solution A more well-rounded AI trivia agent.mp4 -


     10 - Solution A more well-rounded AI trivia agent.srt -


     01 - Ragas Evaluation paper.mp4 -


     01 - Ragas Evaluation paper.srt -


     02 - Hallucinations in large multilingual translation models.mp4 -


     02 - Hallucinations in large multilingual translation models.srt -


     03 - Do LLMs know what they don’t know.mp4 -


     03 - Do LLMs know what they don’t know.srt -


     04 - Set the Clock LLM temporal fine-tuning.mp4 -


     04 - Set the Clock LLM temporal fine-tuning.srt -


     05 - Review of hallucination papers.mp4 -


     05 - Review of hallucination papers.srt -


     01 - Continue your practice of grounding techniques for LLMs.mp4 -


     01 - Continue your practice of grounding techniques for LLMs.srt -


     Bonus Resources.txt -

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Torrent Name	Added	Size	Seed	Leech	Health
Linkedin Grounding Techniques for LLMs FreeCourseWeb	2024-09-11	433.3 MB	31	3

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