DeepSeek
5 pieces on DeepSeek, including 3 step-by-step guides.
Guides
How to Run DeepSeek R1 Locally with Ollama: Full Setup Guide
Install DeepSeek R1 locally using Ollama in under 5 minutes. Covers model variant selection from 1.5B to 671B, visible chain-of-thought reasoning, REST API usage, Python integration, and building a simple RAG application.
Run DeepSeek V4 Flash Locally with llama.cpp on a Single GPU
Step-by-step guide to running the full DeepSeek V4 Flash GGUF locally on a single RTX Pro 6000 GPU using a modified llama.cpp build, llama-server, and the Hugging Face hf_transfer downloader.
Self-Hosting DeepSeek V4 with vLLM: Hardware Requirements and Deployment Guide
Deploy DeepSeek V4-Flash or V4-Pro on your own infrastructure. Covers hardware requirements (VRAM budgets, GPU configs), vLLM setup, expert parallelism, quantization trade-offs, AWS instance selection, and a break-even cost analysis.
News & Analysis
Ulanqab's 12.5 GW Bet Puts China's AI Compute Ahead of Stargate
A city of 1.5 million in Inner Mongolia has 12.5 GW of data center commitments — more than OpenAI's Stargate — with 70% pledged in the past year.
DeepSeek Harness v0.1: A Plugin-First MIT-Licensed Agent Framework
DeepSeek releases Harness v0.1 under MIT: a developer-preview agent framework where every capability — models, tools, UI — is a swappable Cordis plugin.