title: "Supervised Language Model Fine-tuning"
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type: community
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group: Generative AI
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order: 1
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image: /static/templates/generative-supervised-llm.png
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details: |
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<h1>Create training data for supervised fine-tuning of language models</h1>
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<dl>
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<dt>Industry Applications</dt>
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<dd>instruction fine-tuning, domain adaptation, task-specific LLM, enterprise AI customization, code generation models, medical AI, legal AI, customer service automation, educational AI, technical writing assistance, specialized chatbots, domain expertise</dd>
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<dt>Associated Models</dt>
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<dd>supervised fine-tuning, instruction following, prompt-response pairs, few-shot learning</dd>
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<dt>Domain Terminology</dt>
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<dd>gen AI, SFT, instruction tuning, model specialization, task adaptation, performance optimization</dd>
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</dl>
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config: |
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<View className="root">
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<Style>
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.root {
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font-family: 'Roboto', sans-serif;
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line-height: 1.6;
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background-color: #f0f0f0;
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}
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.container {
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margin: 0 auto;
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padding: 20px;
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background-color: #ffffff;
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border-radius: 5px;
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box-shadow: 0 4px 8px 0 rgba(0, 0, 0, 0.1), 0 6px 20px 0 rgba(0, 0, 0, 0.1);
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}
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.prompt {
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padding: 20px;
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background-color: #0084ff;
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color: #ffffff;
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border-radius: 5px;
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margin-bottom: 20px;
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box-shadow: 0 2px 4px 0 rgba(0, 0, 0, 0.1), 0 3px 10px 0 rgba(0, 0, 0, 0.1);
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}
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.answer-input {
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flex-basis: 49%;
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padding: 20px;
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background-color: rgba(44, 62, 80, 0.9);
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color: #ffffff;
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border-radius: 5px;
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box-shadow: 0 2px 4px 0 rgba(0, 0, 0, 0.1), 0 3px 10px 0 rgba(0, 0, 0, 0.1);
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width: 100%;
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border: none;
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font-family: 'Roboto', sans-serif;
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font-size: 16px;
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outline: none;
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}
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.answer-input:focus {
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outline: none;
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}
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.answer-input:hover {
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background-color: rgba(52, 73, 94, 0.9);
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cursor: pointer;
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transition: all 0.3s ease;
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}
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.lsf-richtext__line:hover {
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background: unset;
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}
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</Style>
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<View className="container">
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<View className="prompt">
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<Text name="prompt" value="$prompt" />
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</View>
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<View className="answer-input">
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<TextArea name="instruction" toName="prompt"
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maxSubmissions="1" required="true"
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requiredMessage="You must provide the response to the prompt"
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placeholder="Type your answer here..."
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rows="10"
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/>
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</View>
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</View>
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</View>
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<!-- {"data" : {
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"prompt": "Generate a Python function that takes a list of integers as input and returns the sum of all even numbers in the list."
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}}
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-->
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