AI·Introduces Flaxeo Image, a local desktop UI for Stable Diffusion C++ that exposes model, hardware, and video options.
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AI·Shares tool for tweaking models' J-Space using Anthropic Jacobian-Lens to create super harmful behavior.
AI·Achieves 50-54 tok/s for Qwen3 30B A3B float8 on 16GB RTX 5060 Ti using custom CUDA/C++.
AI·Identifies dual 3060 MoE loading limit at 12 layers VRAM for Qwen3 35B/122B with CPU offload.
AI·User compares 5090 at 600W full compute and prompt processing vs shunt-modded 6000 PRO MaxQ water-cooled at 300-600W.
AI·Discusses feasibility of running Qwen 122B on 64GB RAM + 24GB VRAM and suitable settings.
AI·Asks how far context window can be stretched with Qwen 3.6 27B at Q8_0 before reliability drops.
AI·Questions why providers make high-parameter MoE models (e.g. 122B with 10B active) instead of simpler dense equivalents.
AI·Questions costs and viability of aftermarket SXM2 boards for two V100 GPUs, comparing to consumer GPU setups.
AI·Reports EPYC 9374F CCD benchmarks using ik_llama.cpp; finds limited decoding gains vs older 9135 at low thread counts.