903 related articles

Redis creator antirez open-sources ds4, a pure C local inference engine for DeepSeek 4 Flash and PRO with native Metal, CUDA, and ROCm support, earning nearly 20K GitHub stars.

DeepSeek-V4-Flash-0731 scores 50 on the Intelligence Index, nearly matching the frontier model score of 51 from five months prior. We analyze local deployment, hardware requirements, and implications.

Step-by-step guide to wrapping DeepSeek-R1 with an Ollama Modelfile — set temperature, system prompts, and run fully offline for privacy and flexibility.

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.

Redis creator runs 284B-parameter DeepSeek model on a MacBook Pro at 26 tokens/sec using a pure C engine, asymmetric quantization, and MoE architecture.

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.

In-depth review of DeepSeek ZOI open-source desktop app covering Code Mode coding Agent, Write Mode, Cone Runtime optimization, setup guide, and cost comparison with Codex and Claude Code.

Step-by-step guide to installing Claude Code Desktop, connecting DeepSeek models via CC Switch, enabling account-free usage, and applying Chinese localization.

Hands-on review of DeepSeek GUI's full agent workbench: KUN local runtime, cache-first architecture, task scheduler, and Token cost advantages for developers.

Step-by-step guide to using Claude Code Desktop without an account, connecting DeepSeek models via CC Switch, and applying Chinese localization patches.

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

Complete guide to configuring Claude Code Desktop: login-free setup via Developer Mode, DeepSeek integration through CC Switch, Chinese localization, and custom Skill loading.

Redis creator Antirez's DS4 inference engine tested: running DeepSeek V4 Flash locally on a 128GB Mac via asymmetric structure-aware quantization, with real-world coding benchmarks.

Step-by-step guide to installing Claude Code Desktop with DeepSeek integration for direct China access, Chinese localization, and custom Skill setup.
TutorialsLearn how to configure a local DeepSeek model in PyCharm via Ollama for free, privacy-safe AI-assisted programming. Includes installation steps, plugin setup, usage tips, and hardware recommendations.
TutorialsStep-by-step guide to install Claude Code Desktop, use it without an account via Developer Mode, integrate DeepSeek models through CSwitch, add Chinese localization, and configure custom Skills.
TutorialsReal-world testing of DeepSeek V4 Flash with MTP speculative decoding: ~20% speedup for code generation, minimal gains for text. Covers memory overhead, accuracy differences, Q4 vs Q3 quantization, and full deployment tutorial.
TutorialsStep-by-step tutorial for installing Claude Code Desktop with Chinese localization, login-free setup, DeepSeek model integration, and custom Skill loading.
TutorialsLearn how to deploy DeepSeek R1 locally using Ollama with this step-by-step guide covering installation, model selection, hardware requirements, and advanced features like GUI and knowledge bases.
TutorialsStep-by-step guide to locally deploying DeepSeek with Ollama and building a RAG private knowledge base with RAGFlow. Covers environment setup, Docker deployment, and Embedding principles.