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Three MiniMax H3 ComfyUI workflows for 8GB laptop GPUs (20 / 8 / 4 steps). Includes the model list, launch flags, prompt-structure pitfalls, the resolution trap, and measured evidence for why you must restart ComfyUI before every run.
llama.cpp CUDA on an 8 GiB laptop GPU: KV cache source study, 32k-context feasibility, llama-server concurrency stress test and llama-bench (Q4_K_M vs Q8_0), with raw logs and CSVs