Cloud APIs are not an option for much of this user's freelance work because clients restrict sending material to third parties. Personal financial data is also kept local. The main workstation is built around an EPYC 7763, 1TB of RAM and four RTX 3090 GPUs, and is also used for near-real-time Blender Cycles previews and other memory-heavy tasks. A second PC has 32GB of total VRAM and 128GB of RAM and runs DeepSeek V4 Flash; a third system has 64GB of RAM and can run Qwen 3.6 35B-A3B. The main workstation is used for Kimi K3 Q2_K_XL.
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