Mozilla details prompt tuning for Firefox summarizer
Mozilla shared how it fine-tuned its Shake to Summarize feature in Firefox for summarizing online recipes on Android and iOS. The company found that large language models (LLMs) needed specific instructions to capture all the necessary recipe details accurately, from ingredient amounts to key cooking steps. Mozilla had to craft separate prompt templates for each webpage type—like recipes, news, and reviews—to improve summary quality.
- Mozilla tailored prompts for each webpage type
- Recipe summaries keep original ingredient amounts
- Smaller language models need specific instructions
- Shake to Summarize is live on Android and iOS
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