Introduction: The Need for Efficient RL in LRMs Reinforcement Learning RL is increasingly used to enhance LLMs, especially for reasoning tasks. These models, known as Large Reasoning Models (LRMs), generate intermediate “thinking” steps before providing final answers, thereby improving performance on complex problems such as math and coding. However, training LRMs with RL at scale…
In this tutorial, we delve into building an advanced data analytics pipeline using Polars, a lightning-fast DataFrame library designed for optimal performance and scalability. Our goal is to demonstrate how we can utilize Polars’ lazy evaluation, complex expressions, window functions, and SQL interface to process large-scale financial datasets efficiently. We begin by generating a synthetic…
The Challenge of Fine-Tuning Large Transformer Models Self-attention enables transformer models to capture long-range dependencies in text, which is crucial for comprehending complex language patterns. These models work efficiently with massive datasets and achieve remarkable performance without needing task-specific structures. As a result, they are widely applied across industries, including software development, education, and content…
Cytracom, a leading provider of Secure Access Service Edge (SASE) and Unified Communications as a Service (UCaaS) solutions for Managed Service Providers (MSPs), today announced the acquisition of Tentacle, a modern platform that helps organizations manage cybersecurity assessments, monitor third-party risk, and operationalize Governance, Risk, and Compliance (GRC) programs. This acquisition represents a significant advancement in…
KELA, ULTRA RED and SLING build resilience against cyber threats with industry-leading prioritization, triaging and proactive defenses KELA, a global leader in cyber threat and exposure intelligence solutions, today announced that Sysmex, a trusted global leader in healthcare solutions, has selected the KELA Group as its primary provider of external threat exposure management solutions. In…
DigitalOcean Holdings, Inc. (NYSE: DOCN), the simplest scalable cloud for digital native enterprises, today announced a collaboration with AMD that provides DigitalOcean customers with access to AMD Instinct GPUs as DigitalOcean GPU Droplets to power their AI workloads starting with the AMD MI300X GPUs. Later this year, DigitalOcean will offer AMD Instinct MI325X GPUs, further expanding access to…
Ask Huawei CEO Ren Zhengfei for his take on AI in China and the mountain of difficulties facing his company, and you get surprising answers. “I haven’t thought about it,” says Ren, in a Q&A with Chinese media outlet People’s Daily. “It’s useless to think about it.” In a world obsessed with five-year plans and…
LabConnect, a leading provider of global central laboratory and support services for clinical trials, has selected Microsoft Dynamics 365 Finance and Supply Chain, and also engaged Deloitte to transform its enterprise resource planning (ERP) platform. This initiative is designed to streamline LabConnect’s financial and business operations while enhancing financial reporting management in line with the…
Milestone underscores IoT leader’s global momentum in connected device deployments KORE Group Holdings, Inc. (“KORE” or the “Company”), a global leader in Internet of Things (“IoT”) Solutions and pioneering IoT hyperscaler, and provider of IoT Connectivity, Solutions and Analytics, today announced it has reached a major industry milestone: 20 million Total IoT Connections. This achievement…
New bi-directional integration unifies rich cloud security context from Wiz with deep data insights from Proofpoint to provide a complete picture of cloud data risk. Proofpoint, Inc., a leading cybersecurity and compliance company, today announced the general availability of a powerful integration between its Data Security Posture Management (DSPM) solution and Wiz, a leader in cloud security….