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- Cohere adds llama.cpp support for North Micro Vision Instruct vision encoder
Cohere staffer Nick (u/nick_frosst) posted on r/LocalLLaMA that the team recently merged llama.cpp support for the vision encoder of North Micro Vision Instruct, which he said means all of Cohere's latest model architectures are now compatible with llama.cpp; the LLM portion shares the architecture of North Mini Code and Command A+, which were already supported. He also said North Micro Vision is being used as the base for several of Cohere's new releases and invited the community to try it and give feedback. In the same post, Cohere said its Cohere Transcribe speech-to-text model is now available for fine-tuning in Unsloth and Unsloth Studio. The compatibility and capability statements come from Cohere's side, with no independent verification or benchmark data provided.
r/LocalLLaMA · 🔥 0 - Microsoft open-sources mxc sandbox; Unsloth integrates it with <100ms overhead
Microsoft has released an open-source repository called mxc for sandboxed code execution. Unsloth says it collaborated with Windows to add mxc OS-level sandboxing to Unsloth, adding under 100 ms of overhead, and points to its GitHub repo and a documentation guide. These claims come from Unsloth's post on X; no independent statement or further technical detail from Microsoft was seen in the source.
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