Gemini 3 Flash Preview: 10K-100K High-Depth Synthetic Reasoning Prompts

TeichAI generated this synthetic reasoning dataset in late 2024, comprising between 10,000 and 100,000 text records. It utilizes Gemini 3 Flash Preview with high reasoning depth to provide training data for distilling large language models across domains like psychology, legal, and embedded systems.

Use Cases

• Fine-tuning open-source models using the high-depth reasoning chains
• Adapting models to specialized domains such as embedded systems or legal marketing
• Researching synthetic data distillation from the Gemini 3 Flash Preview architecture

Strengths

• Contains 10,000 to 100,000 records
• Generated using high-depth reasoning settings for complex logic
• Spans 10 distinct thematic categories including embedded systems and legal

Limitations

• Synthetic nature means potential model-specific biases or hallucinations from Gemini 3 Flash Preview
• Explicitly excludes real benchmark questions, preventing direct performance validation against standard sets

Provenance

Source

Gemini 3 Flash Preview

Collection Method

Synthetic generation

Freshness

Last updated December 2024.