#DeepSeek
318 related articles
Using DeepSeek + Python Turtle to Indirectly Generate Images: A Fun Experiment
DeepSeek can't generate images, but it can write Python Turtle drawing code. This article explores the idea, implementation, and limits of this creative workaround.
DeepSeek Elastic Compute (DSec) Hits Hacker News Front Page
DeepSeek Elastic Compute (DSec) hits Hacker News with 186 upvotes. We explore the topic's context, industry significance, and what elastic GPU scheduling means for large model infrastructure.
DeepSeek Browser Use in Action: AI Autonomously Tops Up an Account and Requests an Invoice
A Bilibili creator tests DeepSeek Browser Use, an open-source middleware that lets DeepSeek autonomously operate a browser to top up an account and file a VAT invoice.
Foundation Model Startups Through the Lens of DeepSeek: Why Disruptive Innovation Happens Independently
How DeepSeek succeeded where big companies fail: three key conditions for foundation model breakthroughs, why technical leadership matters, and the power of concentrated bets.
Overseas Engineer Tests Five Open-Source Models in Production: DeepSeek Flash Crowned, GLM Flash Takes the Top Spot
An overseas engineer ranks 5 open-source models based on real agentic workflows: GLM 5.3 Flash takes #1, DeepSeek 401 Flash #2, with practical lab-mixing tips.
Getting Started with DeepSeek Harness: Node.js Setup and Environment Variable Configuration Guide
Beginner's guide to DeepSeek Harness: step-by-step Node.js installation, npm verification, and environment variable setup to keep plugin packages off your C drive.
DeepSeek Local Deployment Guide: Ollama + API Calls Complete Tutorial
Step-by-step guide to deploying DeepSeek locally with Ollama — covering hardware selection, model download commands, and three API call methods including the OpenAI-compatible interface.
Getting Started with DeepSeek Harness: A Complete Guide to Node.js Installation and Configuration
Beginner's guide to DeepSeek Harness: install Node.js on Windows, configure npm directories, and set system environment variables — avoiding common C drive and path issues.
DeepSeek V5 Leaked: Open-Source Model Takes Aim at Astra as Multi-Front Model Battle Looms
DeepSeek V5 leaked targeting GPT-6 Astra, Kimi K3.1 and Anthropic Opus 5.5 also incoming. A breakdown of the latest AI model leaks and the intensifying race.
DeepSeek V4.1 Flash: 5-Day Real-World Test — The Problem Isn't the Model, It's How You're Using It
5-day DeepSeek V4.1 Flash real-world test: 250 tokens/sec speed, but vastly different experiences across Harnesses. How context pollution and workflow matching explain everything.
Dissecting DeepSeek V3: Four Engineering Secrets Behind Training a 671B Model for $5.576M
A line-by-line breakdown of the DeepSeek V3 technical report reveals four engineering decisions — MoE routing, auxiliary-loss-free balancing, MLA attention compression, and FP8 mixed-precision training — behind training a 671B model for $5.576M.
DeepSeek V4.1 Flash Deep Dive: The Architectural Revolution Behind Its Rock-Bottom Pricing
DeepSeek V4.1 Flash: How CED architecture, CSA2 sparse attention, and FP4 caching compress KV Cache by 437x, cut costs 60%, and beat expensive flagships on agentic benchmarks.
DeepSeek V4.1 Flash Hands-On: 65 Million Tokens Burned for Under $1
DeepSeek V4.1 Flash: 65M tokens in 89 minutes for under $1. Deep dive into its CED architecture, sub-1KB KV cache, Ingram conditional memory, and MIT license.
DeepSeek Harness Goes Open Source: An AI Agent Foundation Where Everything Is a Plugin
DeepSeek Harness is now open source. Built on an "everything is a plugin" philosophy, it supports 20+ LLM providers and launches a local Web UI with a single command.
What Are APIs and API Keys? A 4-Minute Explainer Using DeepSeek's Docs
What are APIs and API Keys? Using DeepSeek's official docs and a live terminal demo, this guide explains the core concepts in 4 minutes with a simple door-and-key analogy.
Building a RAG Knowledge Base Q&A System from Scratch: A Full Walkthrough with DeepSeek Integration
Build a RAG private knowledge base Q&A system from scratch with Python and DeepSeek. Learn document upload, vector indexing, and retrieval-augmented generation.
Claude Code Complete Setup Guide: Connecting to Chinese AI Models Step by Step
Step-by-step Claude Code setup guide for Chinese users: configure Node.js, bypass login, connect DeepSeek via CCSwitch, and boost code quality with Superpowers TDD plugin.
DeepSeek Harness Penetration Testing Mode in Practice: Capabilities and Boundaries of AI-Assisted Vulnerability Hunting
A hands-on look at AI-assisted vulnerability hunting using DeepSeek Harness with a dedicated SKILLS package, covering recon, WebShell backdoors, RCE, and database credential leaks.
Overseas Blogger Tests DeepSeek's New Flash Model: KV Cache Efficiency Up 337x
Overseas blogger benchmarks DeepSeek's new Flash model: 337x KV cache efficiency gain, native AutoML, object detection, and visual generation — full hands-on breakdown.
DeepSeek's Voice Goes Viral: Where Does That "Imperial Officer Accent" in Chinese-Japanese Mixed Reading Come From?
DeepSeek's TTS produces a quirky 'Imperial Officer accent' on Chinese-Japanese mixed text. We break down the prosodic and language-identification mechanics behind this viral phenomenon.