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Cherry Studio explained: install on Mac, Windows, Linux; wire up Ollama, OpenAI, Claude, Gemini, DeepSeek; build a local RAG knowledge base.

What a 4x RTX Pro 6000 Blackwell rig actually buys you for DeepSeek V4 Flash: throughput, VRAM headroom, the SM120 vLLM compile bug, and break-even vs the DeepSeek API.

Every major LLM and AI tooling release in May 2026 -- Qwen 3.7-Max, DeepSeek V4-Pro permanent pricing, Gemini 3.5 Flash, Composer 2.5, Grok Build, Cherry Studio 1.9.6, Ollama 0.24, and what's still rumored.

The xformers `Could not load library libcuda.so` error almost always traces to a missing symlink, wrong LD_LIBRARY_PATH, or a CUDA/wheel version mismatch. Here is a step-by-step debug guide with the exact commands.

Qwen 3.7 weights are not on Hugging Face yet (May 20, 2026). Here are the honest ways to use it today, and exactly what to run locally instead.

Qwen 3.6 is shipping with open weights today. Qwen 3.7-Max was announced May 20 with previews live but no weights yet. A grounded side-by-side.

MiniMax M3 is not released as of May 2026. Here's what's actually shipping (M2.7), where the 'M3.0 released' claim came from, and how to verify it.

Claude Sonnet 4.8 is not announced as of May 19, 2026. The honest status check: what's shipping, where the rumor came from, and what to run now.

Is Gemini 3.5 Pro or Flash released? As of May 19, 2026 it is not officially announced. Here is what is real vs rumored, and what to run today.

GPT-5.6 is not announced as of May 19, 2026 -- no weights, API, benchmarks, or date. Here's what's real, what's rumored, and what to run today.