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Conditional IQ3_XXS upgrade predictions including the RTX 5090, plus historical Swift IQ2_XS costs, a standardized input/output workload, CPU-score comparison and clearly stated uncertainty.
Read article: Strata Upgrade Costs and Benefits: Time Savings from GPUs, PCIe 5 and DDR5An empirical six-factor model for original IQ3_XXS, with grouped holdout validation, hardware assumptions and limits on upgrade predictions.
Read article: Predicting Strata Performance: How GPU, VRAM, DDR and PCIe Affect SpeedNine-run Strata benchmarks on an RTX 5060 Ti 16GB and 64 GiB RAM, compared with the author’s PC, plus LiveCodeBench scores and measured memory usage.
Read article: Strata Model Benchmarks: IQ2_XS, IQ3_XXS and IQ3_S Speed, Quality and RAM Usage
