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  • Trained on a mixture of 2.1k examples, most of which were manually gathered and verified.

  • The model will think much shorter than QWQ and R1 models thanks to brief but high quality SFT dataset.

  • System messages to trigger think tags (which should be placed under "<start_of_turn>user"):

"You are an expert assistant. Think using <think> tags."

"You are a thinking assistant."

Example:

<start_of_turn>user
You are a thinking assistant.
(1,234)² means 1,234 * 1,234; (1,234)³ means 1,234 * 1,234 * 1,234; and so forth. When (1,234)²³ is completely multiplied out, what will the number be in the ones place?
...

The model can miss the <think> tag sometimes. You can add this to template, or try again with a different seed.

The model can also think about an image as well:

image/png

image/png

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gemma3

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