News
Short write-ups of new developments, in our own words, with sources and an as-of date. Facts are checked against the sources; interpretation is labelled separately.
Today in 3 lines
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llama.cpp b12180 adds text-only Kimi-K3.1-Pro support… Vulkan detects ReBAR (github.com)
On November 6, llama.cpp build b12180 added text-only Kimi-K3.1-Pro support. The same day, the Vulkan backend began detecting whether ReBAR is supported.
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Ollama 0.40.12~0.40.15: LFM3 Expansion, MLX Speculative Decoding and Sampling Improvements (github.com)
Ollama released four times between October 27 and November 3. LFM3 expanded to Linux and Windows, DFlash speculative decoding became supported on MLX, and top-k sampling got faster.
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65B Dense Model Ripple-65B Preview Released Under Apache 2.0 (huggingface.co)
Ricursive Intelligence has released the 65B dense model Ripple-65B Preview under Apache 2.0. It supports a context of up to about 1 million tokens, and all benchmarks are the developer's own figures.