Japanese Twitter user Komenezumi (@komenezumi1006) purchased something quite curious: a GUNNIR "Intel Arc Sample1 TF 16G ...

Nvidia's GPUs have been considered some of the best on the market, including the Ti releases, but what does the Ti ...

Training LLMs has very different hardware requirements than inference. For example, in training there are far more GPUs ...

Abstract: While large language models (LLMs) are usually deployed on powerful servers, there is growing interest in deploying them on local machines for better real-time performance, service stability ...

Abstract: Ray tracing is widely used to generate photorealistic images by tracing the paths of light rays through a scene and their interactions with scene objects. To accelerate ray tracing, an ...

TL;DR: AMD's upcoming RDNA 5 GPUs, as revealed by leaker Kepler_L2, promise flagship performance with up to 96 Compute Units and a 512-bit memory interface, rivaling NVIDIA's RTX 90-class GPUs. The ...

Graphics Cards AMD's rumoured to be plotting a new ultra high-end gaming GPU, plus a $550 graphics card with RTX 5080 performance, but sadly we probably won't see either until 2027 Graphics Cards AMD ...

Dear Eric: My father’s side has always hosted holiday meals. We are all in our 60s and 70s. My parents are gone, and kids are in their 20s and 30s. My cousin has taken over and puts on a great ...

I've seen that my RTX 3070 with 8Gb is not been fully used by ollama to serve models, as it's still using CPU to offload models. This is the command line: OLLAMA_DEBUG=1 OLLAMA_MAX_LOADED_MODELS=1 ...

When launching a QWEN training with accelerate launch, the process gets stuck indefinitely after model loading (see logs below). Nothing progresses for 20+ minutes. Killing the process takes an ...