Gemini 2.5 Flash 11000X: Model Behavior and Knowledge from 11,000 Queries

TeichAI created the Gemini 2.5 Flash 11000X dataset by querying the Gemini 2.5 Flash model over 11,000 times. The dataset compiles the model's behavior, reasoning traces, output style, and knowledge, resulting in 54.4 million total output tokens. The dataset was last updated on November 17, 2025.

Use Cases

• Analyze model reasoning patterns based on the reasoning traces mentioned in the description
• Study the output style and behavior of the Gemini 2.5 Flash model based on the compiled behavior data
• Extract and evaluate the factual knowledge embedded in the model based on the compiled knowledge data
• Benchmark model performance and consistency across a large query set

Strengths

• Contains 54.4 million total output tokens, indicating substantial textual content
• Based on over 11,000 distinct queries to the model
• Explicitly compiled to capture model behavior, reasoning, style, and knowledge

Limitations

• Column-level documentation is absent; field semantics must be inferred after download
• Row count is unknown, which may limit suitability assessment
• Description metadata is limited; actual data quality requires manual inspection after download

Provenance

Source

TeichAI

Collection Method

Created by querying the Gemini 2.5 Flash model over 11,000 times.

Time Range

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Freshness

Last updated 2025-11-17 17:42:08; freshness should be verified

Geography

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