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Reddit r/LocalLLaMAAugust 25, 2026

Peak Portable Personal Datacenter

Excerpt

Portable rig for Qwen3.8-27B-BF16 200K+ token prompts. My work Panasonic Toughbook + the T1 + power brick + headphones all fit in my lunchbox. Need the BF16 for huge context highly sensitive document OCR, image analysis, aggregation and summarization. I've done a ton of testing and it absolutely makes a difference vs even UD Q8_K_XL when legal precision is needed. 77gb VRAM at full 262K context + MMPROJ Rips through prefill (1,1715 tok/sec = 102 seconds to process 175K tokens), but token generat