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📝 Mixed up quiz correct answers in Chapter12/2.mdx #817

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26 changes: 13 additions & 13 deletions chapters/en/chapter12/2.mdx
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Original file line number Diff line number Diff line change
Expand Up @@ -166,15 +166,15 @@ In the next module, we'll get our hands dirty and dive into the DeepSeek R1 pape

<Question
choices={[
{
text: "It makes models generate text faster",
explain: "RLHF isn't primarily about improving generation speed."
},
{
text: "It helps align models with human preferences and values",
explain: "Correct! RLHF uses human feedback to guide models toward more helpful, harmless, and aligned behavior.",
correct: true
},
{
text: "It makes models generate text faster",
explain: "RLHF isn't primarily about improving generation speed."
},
{
text: "It reduces the model's memory usage",
explain: "RLHF doesn't focus on model efficiency or memory optimization."
Expand All @@ -186,18 +186,18 @@ In the next module, we'll get our hands dirty and dive into the DeepSeek R1 pape

<Question
choices={[
{
text: "Generating words or choosing responses in a conversation",
explain: "Correct! For LLMs, actions typically involve text generation decisions.",
correct: true
},
{
text: "Updating model weights",
explain: "This is part of the training process, not an action in the RL context."
},
{
text: "Processing input tokens",
explain: "This is part of the model's operation, not an action in the RL context."
},
{
text: "Generating words or choosing responses in a conversation",
explain: "Correct! For LLMs, actions typically involve text generation decisions.",
correct: true
}
]}
/>
Expand Down Expand Up @@ -226,15 +226,15 @@ In the next module, we'll get our hands dirty and dive into the DeepSeek R1 pape

<Question
choices={[
{
text: "A function that generates responses",
explain: "Rewards are feedback on response quality, not the generation process itself."
},
{
text: "A numerical score that measures the quality of a response",
explain: "Correct! Rewards provide feedback on response quality, guiding the model toward desired behavior.",
correct: true
},
{
text: "A function that generates responses",
explain: "Rewards are feedback on response quality, not the generation process itself."
},
{
text: "A model that evaluates the quality of responses",
explain: "Rewards are feedback on response quality, not an evaluation model."
Expand Down