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promptengineering

3 posts
  • How-to

How to assess computational resource needs for generative models?

  • AIEdTalks
  • 13 January 2025
Assessing computational resource needs for generative models is crucial for efficient model training, inference, and deployment. These models are typically resource-intensive, so understanding and planning for their requirements helps optimize…
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  • How-to

How to use embeddings for similarity and retrieval tasks?

  • AIEdTalks
  • 6 January 2025
Embeddings are powerful tools for similarity and retrieval tasks, enabling us to represent items (text, images, audio, etc.) in a way that captures their semantic meaning. Here’s a guide on…
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  • How-to

How to optimize prompt engineering for large language models (LLMs)?

  • AIEdTalks
  • 8 December 2024
Optimizing prompt engineering for large language models (LLMs) is an iterative process that focuses on refining prompts to maximize output relevance, coherence, and alignment with desired outcomes. Here’s a structured…
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