DeepSeek V4
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AI tech articles, tutorials, industry insights, V4 updates
Collection of all DeepSeek-related technical articles, tutorials, benchmarks, industry analysis. From beginner to expert, master DeepSeek completely.
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DeepSeek V4 vs GPT-5.4 vs Claude 4.6 vs Gemini 3.1 Pro: 2026 AI Model Showdown
Head-to-head comparison of 2026's frontier AI models. The now-released DeepSeek V4 hits 80.6% SWE-bench, ships a 1M context, and is MIT open-source at ~5-30x lower cost than GPT-5.4, Claude 4.6, and Gemini 3.1 Pro.
How DeepSeek V4 Delivers Low-Cost Million-Token Context: CSA + HCA Hybrid Attention Explained
An in-depth look at the mechanism that actually makes DeepSeek V4's 1M-token context affordable — the hybrid attention architecture combining CSA (Compressed Sparse Attention) and HCA (Heavily Compressed Attention). At 1M-token context, per-token compute drops to ~27% of V3.2 and KV Cache memory to ~10%, making ultra-long context genuinely cheap.
DeepSeek V4 Has Launched: Open-Sourced on April 24, 2026 — Specs and Highlights Recap
DeepSeek V4 officially launched and went open source under the MIT license on April 24, 2026. A recap of the release: Pro/Flash editions, 1M-token context, CSA+HCA hybrid attention, benchmarks, and how to access it.
DeepSeek R1 Reasoning Model Deep Dive: How 671B MoE Architecture Redefines AI Reasoning
A comprehensive analysis of the DeepSeek R1 reasoning model's technical architecture and core capabilities. From 671B MoE parameters to Chain-of-Thought reasoning, from 79.8% on AIME 2024 to Codeforces rating 2029, explore how R1 pushes reasoning boundaries through reinforcement learning, including R1-Zero and distilled variants.
DeepSeek Local Deployment Complete Guide: From Beginner to Expert
A comprehensive guide on deploying DeepSeek models locally, covering Ollama, vLLM, and Docker methods, hardware requirements, quantization options, performance benchmarks, and troubleshooting.
DeepSeek Coding in Practice: Cursor, VS Code & GitHub Copilot Integration Guide
Complete tutorial on integrating DeepSeek Coder with Cursor IDE, VS Code (Continue/Cline plugins), performance and cost comparison with GitHub Copilot, including full configuration steps and Prompt best practices.
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