Qwen3.5-4B-3D-Coder: 4.5B parameters for 3D code generation, runs locally
Model releasesRelated articles
Qwen: the open model with the best multilingual support
Qwen is the open family with the best support for Italian and French: generations, sizes, MoE, when to use it, and a quick comparison with Llama.
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From the 3.1 8B to the 4 Scout MoE with a 10M context: the Llama family in a table, what runs on 16, 48 and 128 GB of RAM, the Community license translated for the Italian business and the choice by budget.
Mac Studio M5 Ultra: practical 512GB guide - models that fit and GGUF setup
The 512GB Mac Studio holds a 560B MoE at 4 bit with a large context. This guide covers the 4-bit rule, GGUF setup in three paths, the real bottleneck (the KV cache), and the Mac-vs-API cost comparison with the numbers on the table.
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