Run local LLMs by choosing the stack, not the app
A local LLM is not one product. It is a stack: model weights, a file format, an inference engine, a…
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DeepSeek Tests Open Model Economics; Foreign Coauthors
Today’s through-line is control. DeepSeek is reportedly trying to prove that open models and serious capital can coexist, while NIH,…
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Discontinued Optane Local LLM Powers a Kimi K2.5 Desktop Run
A user on r/LocalLLaMA reported on May 12 that an Optane local LLM desktop build ran Moonshot’s Kimi K2.5 at…
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DeepSeek Forces Visual Reasoning Through Points and Boxes
DeepSeek has released an open-source visual reasoning framework called Thinking with Visual Primitives. According to 36Kr, the system changes how…
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Speculative Checkpointing Pays Off Only on Repetitive Text
In llama.cpp, speculative checkpointing matters for a simple reason: it points local users toward a cheaper speculative path. You can…
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Voxtral TTS: Mistral’s Open Model, Hype vs Hardware
Imagine you ship a voice agent that talks to customers all day, and then your TTS provider changes their pricing,…
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Open-Source Image Geolocation: Netryx & GeoVista Explained
Upload a random street photo, get back GPS coordinates within tens of meters. That’s no longer a closed SaaS demo;…
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Unsloth Studio Packs Local LLM Training Into One App
Unsloth Studio is trying to collapse an annoying workflow into one tab. Instead of bouncing between a dataset tool, a…
