…On the software side, that means installing Ollama to run local models, downloading a quantized version of Google's Gemma4:e4b that comfortably fit in my GPU's VRAM, and setting up…
…After all, being able to host bulky 35B models on weak 12GB VRAM GPUs without taking massive performance hits or turning down the quantization rate makes them a force to be reckoned…
…When your LLMs aren't struggling for memory bandwidth, like with optimized kernels, quantized models, and smaller context windows, they can be noticeably accelerated by the GPU core clock. Otherwise, the sheer…
…Their Tensor Cores help accelerate AI workloads for faster training and inference, and the CUDA-compatible toolkits give you complete control to select models, switch quantizations, tweak parameters, or run your own…
If you're running Laguna S 2.1 on llama.cpp and hitting thinking loops because it won't close its tags, you might want to look at your quant before you spend too much time tweaking settings. I spent a day debugging this,…
Ive been experimenting with task-aware GGUF quants for months, taking inspiration from TASA and TAQO but pushing the allocation lower to to the tensor level. The basic idea is to generate a custom imatrix from a category…
…Related Your old GPU can still run big LLMs – you just need the right tweaks There's a lot you can do with these models My RTX 3080 Ti tackles the demanding…
…Once it has made a prediction, it can look up the best idle state. The teo governor quantizes the historic information into bins based on the target residency times for each idle…
…Setup The whole process uses LM Studio and runs on a mix of quantized models, generally of Qwen3.5 and 3.6. Because I’m running multiple editor and reporter processes in…
…At Q4 quantization it fits in around 3 to 6GB of VRAM. That's the edge-optimized design doing its job, it was built to run on phones and Raspberry Pis, so…
…There is no Advanced tab, so no tweaking for you! You can only manage the Security and Boot order. I was already on the latest 1.15 firmware, and GEEKOM provides a…
…In the HDR10 mode, there are three Perceptual Quantization (PQ) options, Clip, Basic and Optimized. Clip is the closest to standard. The preset modes can be tweaked in the OSD, but their…