Local LLM InferenceTriAttention: The KV Cache Compressor That Reads Long Reasoning in the Frequency Domain
By inverting RoPE, calibrating Q/K statistics, and monkeypatching standard LLMs at runtime, TriAttention makes long-context reasoning fit on far smaller GPUs without rebuilding the model stack.
11 min read · Apr 10, 2026
