►Recent Highlights from the Previous Thread: >>105939052

--Paper: LittleBit: Ultra Low-Bit Quantization via Latent Factorization
>105939484 >105939535 >105939707 >105939724 >105940535
--Paper: NonverbalTTS: Annotated nonverbal vocalization dataset for expressive text-to-speech synthesis:
>105942899 >105944153
--Papers:
>105943108
--Apple's 2025 foundation models: tech advances and performance strategies under scrutiny:
>105940282 >105940584 >105940714 >105941550
--Performance drop in LLM inference after CPU upgrade due to memory latency and chiplet architecture:
>105939114 >105940561
--Ernie 300B struggles with authentic mesugaki character depiction:
>105946229 >105946269 >105946389 >105946512 >105946542 >105946559 >105946340 >105946354 >105946381 >105946399 >105946416
--Possibility of backend devs to transition to AI/ML without deep theory discussed:
>105947141 >105947287 >105947334 >105947381 >105947465 >105947641
--HumeAI voice cloning impresses with near-indistinguishable synthetic speech:
>105945482 >105946684
--Frustration over excessive model-specific code despite gguf standardization efforts:
>105941377 >105941581
--AMD GPU offloading struggles with model compilation and memory allocation:
>105942046 >105942116 >105942198
--Koboldcpp updates include audio input and vision model enhancements:
>105939162
--Cautious optimism for Ernie A3 21B model performance despite limitations:
>105943416 >105943745
--Automated LLM paper tracking tool for arXiv submissions:
>105943027
--Evaluating local code models under 24GB VRAM constraints and API model reliability concerns:
>105946194 >105946211 >105946319 >105946348 >105946457 >105946471 >105946492 >105946534
--Ernie 4.5 MoE support added to llama.cpp:
>105941225 >105941296
--Ernie4.5 MoE fix merged into llama.cpp:
>105942062
--Miku (free space):
>105941124 >105941834 >105942915

►Recent Highlight Posts from the Previous Thread: >>105939055

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