Gemini 3.5 Flash
Google · gemini family · Official docs
Gemini 3.5 Flash is the current fast Gemini target in Refrase. Use it for high-volume extraction, classification, and concise generation. Refrase does not claim measured lift for Gemini 3.5 Flash yet.
Specifications
Strengths
extractionanalysisgenerationhigh-volume-processing
Key capabilities
- ✓Current Gemini Flash-family model optimized for high-volume and lower-latency work (source: Google AI model docs)
- ✓1M token context window and 65,536 max output tokens (source: Google AI model docs)
- ✓Supports text, image, audio, video, and PDF inputs with text output (source: Google AI model docs)
How to prompt Gemini 3.5 Flash
Preferred instruction format
Gemini Flash uses the same dedicated systemInstruction pattern as Gemini Pro.
Recommended practices
- Keep prompts concise and structured; Flash targets speed and throughput.
- Use explicit output shape and measurable constraints for extraction/classification tasks.
- Use native structured output settings when available instead of duplicating schemas in prompt text.
Anti-patterns to avoid
- Do not over-prompt simple extraction tasks with unnecessary reasoning instructions.
- Do not rely on subjective words like 'short' or 'good' without measurable definitions.