performance

When 50/50 Isn’t Optimal: Debunking Even Rebalancing

for an Old Challenge You're training your model for spam detection. Your dataset has many more positives than negatives, so that you invest countless hours of labor to rebalance it to a 50/50 ratio....

Don’t Waste Your Labeled Anomalies: 3 Practical Strategies to Boost Anomaly Detection Performance

algorithms assume you’re working with completely unlabeled data. But in the event you’ve actually worked on these problems, the fact is commonly different. In practice, anomaly detection tasks often include at the very...

National Foundation Model Constructing Elite Team Competition … “Performance goals greater than 95% in comparison with overseas”

The brand new government has begun to develop the 'national artificial intelligence (AI) model', which was announced in February. To this end, he began elite team selection. The Ministry of Science and ICT (Minister Yoo...

Understanding Application Performance with Roofline Modeling

with calculating an application’s performance is that the real-world performance and theoretical performance can differ. With an ecosystem of products that's growing with high performance needs corresponding to High Performance Computing (HPC), gaming,...

[AI&빅데이터쇼] Funjin “Maximizes the performance of ‘Defense AI Solutions’ within the short term through agency collaboration”

Funjin (CEO Kim Deuk -hwa), a defense artificial intelligence (AI), announced on the 2nd that it has been capable of increase the performance of the 'Battlefield Specialization' for 'Battlefield Practice' for a short while. Funjin...

DeepSeek-V3 Unveiled: How Hardware-Aware AI Design Slashes Costs and Boosts Performance

DeepSeek-V3 represents a breakthrough in cost-effective AI development. It demonstrates how smart hardware-software co-design can deliver state-of-the-art performance without excessive costs. By training on just 2,048 NVIDIA H800 GPUs, this model achieves remarkable results...

Deep chic adds additional ‘R1’ update information … “Performance near O3, Geminai 2.5”

Deep Chic unveiled the most recent update version of the open source reasoning model 'R1' and released detailed technologies in at some point. In complex reasoning, it has the same level of performance as...

Transforming LLM Performance: How AWS’s Automated Evaluation Framework Leads the Way

Large Language Models (LLMs) are quickly transforming the domain of Artificial Intelligence (AI), driving innovations from customer support chatbots to advanced content generation tools. As these models grow in size and complexity, it becomes...

Recent posts

Popular categories

ASK ANA