#DeepSeek
1591 related articles
·3 min
Understanding Large Language Models from Scratch: The Complete AI Evolution from Deep Blue to DeepSeek
A beginner-friendly guide clarifying AI, machine learning, deep learning, and LLMs — tracing the evolution from Deep Blue to AlphaGo, ChatGPT, and DeepSeek.
Read more →
·2 min
Complete Tutorial: Building Agents and Personal Knowledge Bases with DeepSeek
A complete guide to building AI agents with DeepSeek R1: private knowledge bases using RAG, basic/advanced agent implementation, and Coze/Dify workflow tutorials.
Read more →
·3 min
DeepSeek and Zhipu Race to Build Custom AI Chips: China's Path to AI Compute Independence
DeepSeek seeks $7B for custom AI inference chips; Zhipu AI explores ASIC. Deep dive into China's AI compute independence strategy, multimodal generation, agents, and hardware trends.
Read more →
·2 min
Ollama Modelfile in Practice: Deploy Your Own Custom DeepSeek-R1 Model Locally
Step-by-step guide to wrapping DeepSeek-R1 with an Ollama Modelfile — set temperature, system prompts, and run fully offline for privacy and flexibility.
Read more →
·2 min
Waveloom: An Open-Source Terminal AI Coding Agent Deeply Optimized for DeepSeek
Waveloom is an open-source terminal coding Agent deeply optimized for DeepSeek, with cache hit rates near 99% to drastically cut token costs. Supports Linux, Windows, macOS, and Claude Code Skills.
Read more →
·2 min
vLLM Inference Framework Deep Dive: A Practical Guide to High-Concurrency DeepSeek Deployment
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.
Read more →
·4 min
DSpark Open Source: DeepSeek's Inference Acceleration Tech That Doubles LLM Speed
DeepSeek and Peking University open-source DSpark, an inference acceleration technology using semi-autoregressive architecture and dynamic scheduling to boost LLM speed by 50%+ and double GPU concurrency without quality loss.
Read more →
·3 min
Can Open Source Topple ChatGPT? CSDN Founder Jiang Tao Breaks Down DeepSeek's Game-Changing Strategy
CSDN founder Jiang Tao analyzes how DeepSeek uses open source to challenge ChatGPT's dominance — from technical transparency to national AI strategy.
Read more →
·3 min
GPUStack in Action: Complete Guide to Day 0 Deployment of DeepSeek-V4-Flash
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.
Read more →
·3 min
DeepSeek Open-Sources DSpark: 50%–400% LLM Inference Speedup Without Retraining
DeepSeek open-sources DSpark, delivering 50%–400% LLM inference speedup with no retraining or quantization, via semi-autoregressive drafting and confidence-scheduled verification.
Read more →
·3 min
Connect Codex to DeepSeek: A Complete Setup Guide for Beginners
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.
Read more →
·3 min
DeepSeek V4 Coming Soon: Flash Version May Surpass HY3, GPT-5.6 Reasoning Budget Quietly Cut
DeepSeek V4 drops this month with native vision; OpenAI quietly cut GPT-5.6 reasoning budget; Anthropic extends Fable 5 access ahead of GPT-6; Seedance 2.5 hits 180s 4K video generation.
Read more →
·2 min
DeepSeek V4 Coming Soon; GPT-5.6 Confirmed to Have Quietly Reduced Reasoning Capacity
DeepSeek V4 Flash GA launches soon with native vision support; OpenAI admits GPT-5.6-Soul reasoning budget was quietly cut; Anthropic reopens Fable 5; ByteDance C-Dance 2.5 generates 3-min 4K video.
Read more →
·4 min
Codex Plans, DeepSeek Executes: A Practical Guide to Multi-Model Collaboration for Saving Tokens
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.
Read more →
·3 min
30 Cents vs $27: Open-Source Models Face Off in Coding, With DeepSeek Leading at 100x Cost-Efficiency
A hands-on comparison of AI models—Fable 5, DeepSeek V4 Flash, GLM 5.2, Qwen 3.6—building a sales CRM. The priciest cost $27.69, the cheapest just 30 cents. A deep dive into open-source LLM coding value.
Read more →
·3 min
DeepSeek-V4 Flash RL Training Successfully Ported to AMD MI355X GPU: A Complete Breakdown
The Miles team and AMD announce the full port of DeepSeek-V4 Flash RL training to AMD Instinct MI355X GPUs on ROCm, boosting AIME pass@1 from 0.39 to 0.49—a milestone for compute ecosystem diversity.
Read more →
·5 min
Building DeepSeek Agents and Knowledge Bases from Scratch: A Practical Guide to Commercial Deployment
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.
Read more →
·6 min
DeepSeek Builds Its Own AI Chips: The Strategic Logic and Challenges Behind Compute Independence
DeepSeek is entering AI chip development, targeting compute autonomy. This article analyzes its motivations, software-hardware synergy, chip R&D challenges, and impact on China's AI vertical integration.
Read more →
·4 min
How to Connect DeepSeek to Claude Code: A Complete 4-Step Setup Guide for Users in China
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.
Read more →
·4 min
Complete Guide: Connecting Claude Code to DeepSeek — Local Setup + VS Code Integration
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.
Read more →