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Qwen 3.6 27B is the ideal choice for local development.

MeNews
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Abstract generation in progress
ME AI News: Qwen 3.6 27B is a dense-parameter local large language model with native support for a 256k context. Running the llama.cpp Q8_0 quantized version (including multi-token prediction) on a Macbook Max M5 can reach 30 tokens/s; user feedback says that on an RTX 5090 with Q6_K quantization, it can reach 50 tokens/s. With a single prompt, it can complete tasks such as creative poetry and generating a hexagonal Minesweeper game using pnpm; the author calls it the first truly general-intelligence local model. There is also an MoE variant, 35B A3B, but the author recommends the 27B version. 🔗 Read the original:
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