… The results can be seen below: Besides the LLMs run natively through Ollama, QNAP is sharing the vLLM concurrent inference tests for the same configuration with the results provided below: Tested Large Language Model: deepseek-ai/DeepSeek-R1-Distill-Qwen-7B Hugging Face Tested Large Language Model:… …
… The problem that pushed the need for MRC is the transfer of data when training large AI models. It is stated that even a single transfer arriving late can disrupt the entire process, causing GPUs to sit idle. The main sources of this delay are linked to Network Congestion, link and device failures. …
… The newer Prestige 14 model has achieved a 22% weight reduction, now weighing 1.32 kg, while the Prestige 16 remains consistent at 1.59 kg. …
… AMD has several advancements intended for model training and inferencing workloads moving ahead, with one of the highlights being the Instinct MI455X AI chip , which is claimed to disrupt competition with NVIDIA's Rubin AI lineup. …
… The company also showcases some AI numbers against DGX Spark, which are listed below: +7% GPT OSS Tokens/s 120B +12% Qwen 3.5 Tokens/s 122B +4% Qwen 3.6 Tokens/s 35B +14% GLM 4.7 Tokens/s 30B Compared to the Apple Mac Mini, the Ryzen AI Halo offers twice the max memory config as the M4 Pro, can run… …
… Google TPU 8t - Training Chip The Google TPU 8t chip is designed as a training powerhouse, reducing the deployment of frontier models from months to weeks. …
… The Crosshair X870E Glacial is provided with a wire-free AIO Q-Connector, which reduces cable clutter, and more models with this feature will arrive soon. That said, ASUS has launched a new AIO series alongside the NEO motherboard series called ROG Strix LC IV . …
… Meanwhile, NVIDIA GeForce RTX 4070 is available in plenty of stock and can be found at MSRP from multiple AIBs at multiple retailers. …
… Related Story AMD Finally Overtakes Intel in Q1 Data Center Revenue as Agentic AI Forces Hyperscalers to Hoard CPUs Over GPUs Today, NVIDIA has announced that with NVFP4 support, the DGX Spark delivers up to a 2.5x boost in the Qwen 235B model two DGX Sparks paired . …
… They are part of Google's AI Hypercomputer portfolio which also powers the firm's Gemini platform and its consumer and enterprise AI offerings. …