Tag: Aider
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Eight Quantized Local Models on Aider Polyglot: An Operational Snapshot
Eight quantized local models across 225 Aider Polyglot tasks, with observed Pass@2, protocol failures, wall time, token use, and explicit serving confounders.
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Debugging Local LLM Benchmarks: Aider, llama.cpp, and Runaway Output
A practical account of building a fair local-agent benchmark, debugging reasoning-model serving, fixing greedy-decoding loops, and adding an exact-repetition circuit breaker to llama.cpp.
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