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Gemma 2B multimodal model matches larger models without encoder

Reddit r/singularity · 3d ago

Google's Gemma 4 12B introduces an encoder-free multimodal architecture that competes with larger models, though benchmark comparisons show it trailing Qwen 2.5 9B on most tasks. The article also covers related developments including open-weight model security risks, Uber's Claude Code spending caps, and NeurIPS's misuse of an uncalibrated AI detector.

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#encoder-free

@analogalok: i just ran Google's brand new Unsloth Gemma4 12B dense GGUF on my RTX 4060 using llama.cpp + CUDA 13.2 21 tokens per se…

X AI KOLs Timeline · 4d ago Cached

Google's new Gemma 4 12B is a single decoder-only transformer with encoder-free multimodal input, achieving strong benchmarks while being small enough to run locally on a budget GPU. It is released under Apache 2.0 license.

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#encoder-free

@mtschannen: For the past years my research focus was on unifying models and training paradigms across modalities. Today I'm excited…

X AI KOLs Timeline · 4d ago Cached

Google DeepMind researcher announces the release of Gemma 4 12B, a dense encoder-free model that processes text, image, and audio inputs, continuing work on unifying models across modalities.

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#encoder-free

Google Gemma 4 12B

Product Hunt · 4d ago

Google's Gemma 4 12B model enables local multimodal AI using an encoder-free architecture.

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#encoder-free

@googleaidevs: We’re launching Gemma 4 12B: Our unified, encoder-free model that brings powerful multimodal intelligence straight to y…

X AI KOLs Timeline · 4d ago Cached

Google launches Gemma 4 12B, an encoder-free multimodal model with native audio support, optimized for local execution on laptops under Apache 2.0.

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