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Old 10-14-2026, 12:18
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There is a fork for Strata:

https://github.com/zsariboga/Strata
Strata v0.1.43 tuned for a 12 GB laptop (RTX 5070 Ti Laptop, 64 GB RAM): Swift 1.5 IQ3_XXS ~140 tok/s engine decode, vision on. Branch laptop-12gb, report in docs/LAPTOP_12GB_TUNING.md

With the above fork, I can run Swift-Qwen3.8-Flash-Next-GSQ-RCO-IQ3_XXS with 60 token/s, 256k context, 80GB commited memory in Win11.

The abliterated model:
https://huggingface.co/SC117/Swift-1.5-Qwen3.8-Flash-Next-GSQ-RCO-abliterated-GGUF/tree/main/IQ3_XXS
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