Skyworks R1V2 - Multimodal Reasoning Model - Install and Test Locally
AI Summary
In this video, Fahd Mirza demonstrates the installation and testing of Skyworks’ new model R1 V2, an advanced open-source multimodal reasoning model. The model boasts 38 billion parameters and utilizes a hybrid reinforcement learning approach to improve performance in general and reasoning-heavy tasks. Fahd provides a detailed installation guide, highlighting the hardware used (Nvidia A100 GPU) and the virtual environment setup. He conducts various benchmarks, showcasing the model’s ability to analyze images, perform OCR, and solve mathematical problems. The results exhibit impressive accuracy in recognizing and describing the context of images and handling complex reasoning tasks. Overall, Fahd concludes that the model is a high-performing option for local deployment, maintaining the quality of previous Skyworks models.