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Google Launches Gemma 4 12B: Encoder-Free Multimodal AI for Laptops
AnnouncementsJun 4, 2026·4 min read

Google Launches Gemma 4 12B: Encoder-Free Multimodal AI for Laptops

Google's new Gemma 4 12B brings advanced reasoning and native audio/vision capabilities to 16GB laptops using a novel encoder-free architecture.

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Memory OS: The 6-Layer Local Memory Stack Curing Hermes Agent's Amnesia
AgentsJun 1, 2026·3 min read

Memory OS: The 6-Layer Local Memory Stack Curing Hermes Agent's Amnesia

Discover how Memory OS, a 6-layer local memory infrastructure by Claudio Drews, gives Hermes Agent permanent memory, structured facts, and semantic search.

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llama.cpp Adds Multi-Token Prediction for Qwen3.6: A Massive Speed Boost for Local AI
AI ToolsMay 21, 2026·4 min read

llama.cpp Adds Multi-Token Prediction for Qwen3.6: A Massive Speed Boost for Local AI

llama.cpp has merged Multi-Token Prediction (MTP) support for the Qwen3.6 model family, with Georgi Gerganov calling it a 'significant milestone for the local AI ecosystem.' The change enables up to 2.5x faster inference on commodity hardware, with no additional model required — just three extra flags at run time.

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