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Google's Gemma 4 12B model, released last week, has already surpassed 4 million downloads on HuggingFace, making it the most popular encoder-free VLM and the first general-purpose LLM with encoder-free audio input. The model balances size and performance, enabling local laptop use with multi-step reasoning and agentic workflows.