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Master the full DeepSeek-OCR deployment and fine-tuning workflow: vLLM inference deployment, efficient Unsloth fine-tuning, dataset preprocessing, LoRA training, validation, and RAG vector database integration.

No ChatGPT account? No problem. Learn how to connect DeepSeek and other Chinese LLMs to Codex using the Codex++ management tool — including Base URL setup, API Key creation, and token top-up.

A deep dive into vLLM's five core features — KV cache management, continuous batching, and distributed inference — plus a full setup guide for deploying DeepSeek on a cloud server.

Deploy DeepSeek-V4-Flash DSpark on 8× H20-141G using GPUStack's SGLang backend on Day 0. Full walkthrough of Web UI config, parameter tuning, and 200 tokens/sec benchmark results.

No ChatGPT Plus? No problem. Learn how to connect DeepSeek and other domestic LLMs to Codex using Codex++, with full setup steps from install to launch.

AI programming burning through Tokens too fast? This guide covers the open-source Hand of Labor project's multi-model approach: Codex plans, DeepSeek executes—cutting AI coding costs while boosting output quality.

A systematic guide to the full DeepSeek Agent development process: covering prompt engineering, the ReAct framework, workflow orchestration, local deployment, and business requirement breakdown for commercial-ready AI Agents.

Step-by-step guide to connecting DeepSeek to Claude Code via CC Switch — no VPN needed, start for just ¥10. Covers API Key setup, installation, model config, and a live demo.

A step-by-step guide to installing Claude Code locally on Windows and swapping its underlying model for the DeepSeek API—enabling low-cost AI coding with no VPN required. Covers Node.js setup, Claude Code config, and getting a DeepSeek API Key.

Use Codex without a ChatGPT account! This guide explains a China direct access solution for integrating the DeepSeek API via the Codex++ management tool.

Step-by-step guide to installing Claude Code Desktop, enabling developer mode for account-free use, integrating DeepSeek via CC Switch, Chinese localization, and custom Skills in ten minutes.

No ChatGPT account? No problem. Learn how to configure DeepSeek API with Codex++ to use Codex in China — full setup guide, API key steps, and model switching included.

No ChatGPT Plus account? Use the Codex++ management tool to connect DeepSeek to Codex in 5 steps. Top up ¥10 and experience AI agent control of your computer with detailed setup guide.

No ChatGPT account? No problem! Learn how to power Codex with DeepSeek API using the Codex++ management tool. Five easy steps, starting at just $1.40.

Step-by-step guide to connecting DeepSeek and other domestic AI models to Claude Code Desktop — covers no-account setup, CC Switch config, Chinese localization, and custom Skills.

No ChatGPT Plus? No problem. Learn how to use Codex with DeepSeek via Codex++ — full setup guide covering API Key, provider config, and billing for China-based developers.

No ChatGPT account? Learn how to configure DeepSeek as Codex's underlying model using the Codex++ Manager tool — a practical guide for users in China.

Complete guide to Claude Code Desktop setup: account-free usage, DeepSeek integration via CC Switch, Chinese localization, and custom Skill import for low-cost AI coding.

Learn how to build a weather radar image color scale replacement tool using DeepSeek AI, transforming NMC composite reflectivity radar images into Rose 2.0 style with batch processing support.

DeepSeek V4 Flash is free for a limited time with zero token charges. Learn how to register on OpenModel and configure it in Cherry Studio and CC Switch.