DeepSeek-OCR & Reinforcement Learning Trading Agents: From Deployment to Practical Application
14 hours ago 高效码农Core Questions Addressed in This Article How to deploy DeepSeek-OCR for efficient PDF-to-Markdown conversion? How to build a custom trading environment and train reinforcement learning (RL) agents using Stable-Baselines3? This article details the practical steps, application scenarios, and troubleshooting methods for both technologies. Part 1: DeepSeek-OCR – A Powerful Tool for PDF-to-Markdown Conversion 1.1 What Is DeepSeek-OCR, and Why Choose It? Core Question: What problems does DeepSeek-OCR solve, and what advantages does it offer over other OCR tools? DeepSeek-OCR is a robust OCR solution designed to accurately convert PDF documents into Markdown format while supporting image OCR recognition. Built on …
Grok 2 Unleashed: Your Complete 5-Step Guide to Downloading, Deploying and Running the AI Powerhouse
2 months ago 高效码农Grok 2 Model: A Complete Guide to Downloading, Deploying, and Running Large-scale language models have quickly become critical infrastructure in today’s AI-driven world. Grok 2, developed and used by xAI in 2024, is one such model. With its released weights, Grok 2 provides researchers and developers an opportunity to explore, experiment, and build applications using cutting-edge technology. This article walks you step by step through the entire process of downloading, setting up, and running Grok 2. The guide is based entirely on the official instructions and includes all technical details: downloading the weights, preparing the runtime environment, launching an inference …