Why DeepSeek Janus-Pro 1B and  7B Outperforms OpenAI DALL-E 3 in Image Generation Tests

Why DeepSeek Janus-Pro 1B and 7B Outperforms OpenAI DALL-E 3 in Image Generation Tests

Introduction to DeepSeek Janus-Pro 1B and 7B DeepSeek AI has just introduced Janus-Pro 7B under its DeepSeek license. This is a multimodal AI model that beats DALL-E 3 and Stable Diffusion in key tests. It follows DeepSeek’s earlier DeepSeek R1 model, known for strong reasoning. DeepSeek also released a research paper explaining Janus-Pro’s design and abilities. Though a…

Multi-Level Deep Q-Networks: Taking Reinforcement Learning Forward

Multi-Level Deep Q-Networks: Taking Reinforcement Learning Forward

The field of reinforcement learning (RL) has significantly transformed machine learning by allowing agents to acquire optimal behaviors via their interactions with the environment. Deep Q-Networks (DQNs) have advanced RL by integrating deep neural networks for the purpose of approximating Q-values, which fundamentally serve to forecast the long-term value associated with executing a particular action…

RTX 5090

Unveiling the Nvidia RTX 5090: The Future of AI and Gaming?

At CES 2025, Nvidia kicked off its keynote by unveiling the new RTX Blackwell family of GPUs. The centerpiece of the lineup, the RTX 5090, showcases 92 billion transistors, 4,000 AT TOPS, 380 ray-tracing TFLOPS, and 1.8 TB/s bandwidth. This premium GPU outperforms the RTX 4090 by as much as 2x, according to Nvidia. Real-time…