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Breach Protocol4d ago • 4 min read
llama.cpp merged Qwen's new architecture and a 97-gigabyte lookup table
Support for Qwen3.8-Flash-Next landed in llama.cpp on August 27, adding a sparse-attention graph, vi...
#openweights#localinference#llamacpp#quantization
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Breach Protocol4d ago • 4 min read
DRAM contract prices nearly doubled in a single quarter
Conventional memory contract prices rose roughly 93% to 98% quarter over quarter in early 2026 and a...
#hardware#memory#supplychain#localinference
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Breach ProtocolAug 25, 2026 • 4 min read
A 22-gigabyte local coder matched Opus on a 25-problem slice
TielCoder, a 4-bit re-quantization of the Ornith-1.5 mixture-of-experts model, fits in 22.4 GB and f...
#openweightmodels#quantization#localinference#coding
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Breach ProtocolAug 23, 2026 • 4 min read
A llama.cpp fork is reviving $200 AMD cards nobody else supports
A specialist fork of llama.cpp ships hand-written kernels for AMD's decade-old GFX906 architecture, ...
#localinference#opensource#amd#hardware
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Breach Protocol5d ago • 4 min read
Apple's Mac Studio now holds 512GB of unified memory, which solves capacity and leaves speed exactly where it was
The M5 Ultra Mac Studio configures to 512GB of unified memory at 1.2TB/s, enough to load almost any ...
#hardware#localinference#apple#memorybandwidth
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