►Recent Highlights from the Previous Thread: >>105689385

--Optimizing multi-GPU/RPC model execution via tensor offloading and memory tuning:
>105693780 >105693814 >105693828 >105693870 >105693890 >105694096 >105694121 >105694200 >105694168 >105693900 >105693919 >105693920 >105693933 >105693968 >105693987 >105694020 >105694045 >105694032 >105694144 >105694265 >105694431 >105694487 >105694501 >105694515 >105694568 >105694828 >105694834 >105694890 >105694997 >105695037 >105695042 >105695123 >105695182 >105695506 >105695533 >105695631 >105695668 >105695683 >105695741 >105695906 >105696219
--Gemma model size suggestions and distillation technique debates in response to Google's feedback request:
>105690177 >105690247 >105692953 >105693027 >105690529 >105690541 >105690614 >105690642 >105690399 >105691354 >105690248
--Quant testing with IK-llama shows promise but faces CUDA and performance challenges:
>105692033 >105692197 >105694719 >105694758 >105694804 >105696513 >105696562 >105694000 >105694047 >105694101 >105694179
--Court rules AI training on books legal, but storage of pirated copies infringes copyright:
>105691671 >105691690 >105691810 >105691825 >105691865 >105692000
--Google's Gemini Robotics VLA released with limited access and mixed robotics capability expectations:
>105691639 >105691715 >105691734 >105691721 >105692142
--Unexpected GPU performance discrepancies in token generation benchmarking:
>105696010 >105696048 >105696333 >105697419
--Agentic framework limitations and needs for local large language models:
>105692962 >105692985 >105693006 >105693025 >105693060 >105693849
--llama.cpp gains high-throughput mode for improved performance:
>105692045 >105694048 >105694098
--Skepticism around chatllm.cpp and llama.cpp for accurate model inference:
>105691150 >105691439 >105691580
--Miku (free space):
>105696371 >105696546

►Recent Highlight Posts from the Previous Thread: >>105689390

Why?: 9 reply limit >>102478518
Fix: https://rentry.org/lmg-recap-script