Inference Evaluation

Explore and assess LLM output inference methods

Validity Period: Lifetime

€399

Description
Course Content
How to Use

Description:

This course focuses on evaluating the output inference techniques used in the field of LLM (Large Language Models). Participants will learn how to assess the effectiveness of output inference algorithms in natural language processing tasks. The course covers various evaluation metrics and methodologies for analyzing the performance of LLM models.

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	Section 1: Video Lectures
		1. Inference Evaluation Dimensions 4:00
		2. Inference Evaluation Methods 2:00
		3. Detecting hallucinations using reference based methods 14:00
		4. Detecting hallucinations using reference-free methods 9:00
		5. Measuring hallucinations 7:00
		6. Mitigating Hallucinations 7:00
	Section 2: Quiz
	Section 3: Additional Resources
	Section 4: Practical Skills
	Section 5: AI Tools

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Inference Evaluation

€399