A Reddit user posted photos showing stiff, cracked and peeling braided sleeving on the 12V-2x6 power cables of two Nvidia RTX PRO 6000 Blackwell Workstation GPUs, asking whether it was normal wear or overheating. The GPUs were capped at 500W, under the 600W maximum, yet commenters concluded the damage pattern pointed to heat buildup rather than manufacturing defects. The user said lowering power further to 300W wasn't viable since it would cut performance by up to 50%, jeopardizing work deadlines.
tomshardware.com
· 2026-11-09
An independent developer released Jeff, a set of small fine-tuned models (based on Qwen3.5 and Gemma 4) that return calibrated probabilities across user-defined options in a single forward pass, taking roughly 22-28ms per decision on consumer hardware like an RTX PRO 6000 or Apple M4 Max. The models share Jev's request format but were trained entirely locally using synthetic data generated by an open model, with no cloud GPUs or closed-model training data involved. Three model variants are available on Hugging Face: Jeff-Qwen3.5-0.8B, Jeff-Qwen3.5-2B, and Jeff-Gemma4-E2B.
github.com
· 2026-09-28
NVIDIA's RTX PRO 6000 Blackwell Workstation Edition, which the company calls its most powerful desktop GPU, now carries a US price of $16,000. That's up sharply from its $8,565 launch price and its earlier $13,250 tag, though NVIDIA has not explained the reason for the increase. The card sits above the consumer-focused RTX 5090 and is aimed at professional users rather than gamers.
engadget.com
· 2026-09-26
Jerry James benchmarked an 8-GPU NVIDIA RTX PRO 6000 Blackwell system paired with an AMD EPYC 9555 CPU, offering 768GB of combined GDDR7 memory. Rather than splitting huge models like Llama-3.1 405B or DeepSeek-R1 671B across all eight PCIe cards, which introduces heavy latency, the team found the setup performs best running independent single-GPU model instances in parallel.
gpupartner.com
· 2026-08-31
GoKawiil