Bring Optimized AI Models to AI PC with OpenVINO™ Toolkit
…pip install optimum-intel[openvino] optimum-cli export openvino --model Intel/neural-chat-7b-v3-1 --weight-format int4 ov_neural_chat_int4 In this case, the model is downloaded to the…
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AMD EPYC™ 8005 Server CPUs
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Meta reveals custom AI chips it says beat Nvidia
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Discussions and forums
MPLS renewal is next quarter and can't make the case to stay on it anymore
Reliability has been fine, that is not the issue. The issue is that most of our traffic goes to Azure and M365 now, not the data center. We are paying for a private network optimized for data center traffic that barely e…
Brazilian ISP network consultant with 15+ years of experience — is there still demand for ISP consultants in the US?
Hi everyone, I’m from Brazil and I’ve been working in the ISP industry since around 2009. My work today involves consulting and engineering for small and medium ISPs, including technologies and protocols such as: BGP OSP…
Network Topology and Juniper SRX-345-SYS-JB as core router
I'm designing my lab network infrastructure and would love your opinion on the design and hardware choices. It's a research/educational lab so budget is limited and not enterprise level. I have my own AS with IPv6-only P…
Is this a "Standard" DevOps scope or am I doing 5 roles at once?
Hi everyone, I’m currently a Cloud & DevOps intern at a healthtech startup, and as I’m getting deeper into my daily tasks, I’m trying to figure out if my workload is representative of the industry at large or if I’m esse…
Improving my playground
Hi everyone, I was always fascinated by the creativity in this sub so I decided to build my own tech playground. I am really looking for opinions on how to improve my setup or just grab some fresh ideas from you all. The…
Paper page - Stable-GFlowNet: Toward Diverse and Robust LLM Red-Teaming via Contrastive Trajectory Balance
…Additionally, we propose a fluency stabilizer to prevent the model from getting stuck in local optima that produce gibberish . S- GFN provides more stable training while maintaining the optimal policy of GFN…
Steam Deck verification criteria continues to confuse as Masters of Albion is marked Unsupported, despite devs considering it 'fully optimised for handheld'
…However, we consider the game fully optimised for handheld." "We do recognise Valve's assessment, and as a result performance optimisation remains a primary ongoing focus for the team," 22cans told me…
AMD AI Solutions
…multi-agent classrooms across Instinct, Radeon, Ryzen AI with OpenMAIC May 11, 2026 What is AI Networking? AI networking uses purpose-built, intelligent networking technologies to keep distributed AI workloads synchronized across…
Meta & Broadcom Announce Development of Custom AI Silicon To Power Multi-Gigawatt AI Ecosystem
…custom AI accelerators (XPUs), enabling optimization of Meta’s AI infrastructure across multiple silicon generations. Broadcom’s advanced Ethernet technologies will also enable seamless, high-bandwidth networking across Meta’s rapidly expanding…
The Many Aspects of Inference Performance
…May 07, 2026 Next Gen Networking Transport for Large Scale AI Training AMD, OpenAI and partners advance AI networking with MRC—boosting scalability, resilience and real-world performance for large AI clusters…
Your NAS doesn't need to be all-SSD, and TrueNAS proved it to me
…The network becomes the bottleneck far before you start maxing out the speed of the hard drives. Forget a 10-gigabit network, that's true even with a standard gigabit local network…