►Recent Highlights from the Previous Thread: >>106879668

--Paper (old): Pretraining Large Language Models with NVFP4:
>106880242 >106880265 >106884337
--Papers:
>106881248
--Nvidia DGX Spark performance review and hardware limitations:
>106880278 >106880312 >106880317 >106880343 >106880379 >106882706 >106882732 >106882754 >106882816 >106882832 >106882859 >106882899 >106883052 >106883997 >106882771 >106884515 >106886580 >106885464 >106882888 >106882944 >106883003 >106884048 >106882990 >106883510 >106883577 >106883070 >106883674 >106882910
--Anthropic's safety concerns, Sora content warnings, vaccine misinformation mitigations, and historical science censorship critiques:
>106885137 >106885155 >106885167 >106885197 >106885239 >106885255 >106885300 >106885309 >106885318 >106885390 >106885538 >106885610 >106886105 >106886113 >106886089 >106886126 >106886137 >106886154 >106886343 >106886461 >106886431 >106886315 >106886313 >106886326 >106885191
--OpenAI censorship strategy and ID verification "solutions" face criticism and skepticism:
>106887010 >106887065 >106887083 >106887099 >106887210 >106887222 >106887288 >106887370 >106887430 >106887236 >106887260 >106887281 >106887284 >106887315 >106887813 >106887951 >106888125 >106888190 >106888201 >106888163
--Optimizing ERP model performance on 48GB VRAM systems with exL vs GGUF tradeoffs:
>106879722 >106879770 >106879778 >106879813 >106879820 >106879834 >106879860 >106881140 >106879829
--NVIDIA DGX Spark configuration with GGML:
>106881633 >106884121 >106884305 >106882055 >106882092 >106882140
--Predicting Gemma's release based on historical patterns:
>106882620 >106882652 >106882678 >106885450
--OpenAI ChatGPT usage paper reveals low ERP percentages among users:
>106879858 >106879957 >106884812 >106884973 >106886002
--Qwen's new 4B and 8B VL variants:
>106886980
--Miku (free space):
>106880992

►Recent Highlight Posts from the Previous Thread: >>106879673

Why?: >>102478518
Enable Links: https://rentry.org/lmg-recap-script