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\nGenerating Questions and Answers from Text for Fine-tuning AI Models\n

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\nIn this lesson, you will learn how to prepare questions and answers from a text file to fine-tune an AI model. The lesson will cover the two stages of formatting the data as prompts and completions with suffixes included and changing the...\nIn this lesson, you will learn how to prepare questions and answers from a text file to fine-tune an AI model. The lesson will cover the two stages of formatting the data as prompts and completions with suffixes included and changing the data to JSON format. You will be introduced to an online tool, trainmy.ai/qa-generator, which can be used to generate questions and answers from a text file. The lesson will also cover how to enter text into the tool and how to verify an API key. By the end of the lesson, you will be able to generate questions and answers from a text file for fine-tuning AI models.\n
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Resource Details

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Curator Rating
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Educator Rating
Not yet Rated
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Media Length
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7:27
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Grade
12th - Higher Ed
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Subjects
STEM
3 more...
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Media Type
Instructional Videos
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Source:
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\nTekno Academy EN\n\n
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Date
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2023
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Language
English
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Audiences
For Teacher Use
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Usage Permissions
Fine Print: Educational Use
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Concepts

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paragraphs, animals, questions, data
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Additional Tags

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fine-tuning, natural language processing (nlp), machine learning, openai, python, libraries and packages, data preparation, model training, model evaluation, text generation, api key, single return, previous lessons, excel sheet, fine tune, blank space, text file, json format, change text, generate questions, change, text, format, tool, account, question, start, model, good, paragraph, lesson, today, answers, prompts, completions, essay
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Classroom Considerations

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Best For: Explaining a topic
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