MonkeyDcode – a CLI coding agent built for small local models (github.com via hn)
model roundup
Qwen 2.5
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monkeyDcode The coding agent that makes the model you already have actually reliable — not "beat GPT with a 7B," but make qwen2.5-coder:7b on your laptop produce work you can merge, every time, not on lucky rolls. Quick start · Why this ex…
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Who the judge is can affect an LLM-as-judge result, but measuring that effect without confusing it with candidate quality is difficult. We study four open-weight families (Llama 3.1, Qwen 2.5, Gemma 2, and Yi 1.5) in a fully crossed pairwi…
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Typesafe.ai Jev Open Source Alternative Qwen-2.5-1B-RLCD (huggingface.co via hn)
Parallel Constrained Decoding for Apple Silicon A high-throughput inference engine for structured information extraction, decision routing, and categorical classification on Apple Silicon using MLX. Parallel Constrained Decoding evaluates…