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local-deployment
3 articles tagged with this topic
llama.cppMTP
llama.cpp MTP Hits Beta: Local LLM Inference Speed Gap Narrowing
llama.cpp MTP beta supports Qwen3.5. With tensor parallelism maturing, the local-cloud inference speed gap is narrowing, making local LLM deployment m
May 42 min read
Qwen-ImageFlux
Testing 10 Local AI Image Models on Mac: Cultural Bias Trumps Image Quality
10 local image models on M1 Max show Flux's English bias; Qwen-Image distilled excels. Key: training data, not model size, dictates non-English accura
May 32 min read
local-deploymentvram-optimization
KV Cache Compression Breakthrough: Structural Rewrite of Local LLM Deployment Costs
llama.cpp achieves 6.8x KV cache compression, cutting 131K context VRAM from 8.2GB to 1.2GB, rewriting local AI hardware procurement logic.
Apr 112 min read