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# deepseek

DeepSeek is a Chinese artificial intelligence company that has developed an open-source AI model, DeepSeek-R1, which rivals leading models like OpenAI's o1 in performance, yet was created in under two months at a cost of less than $6 million, significantly lower than its competitors.

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DeepSeek vs. OpenAI (Jan 2026): How the Free Model War is Changing

DeepSeek vs. OpenAI (Jan 2026): How the Free Model War is Changing

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5 min read
AlphaArena AI Model Battle: A Hands-On Guide to Replicating DeepSeek's Leading AI Quantitative Trading System

AlphaArena AI Model Battle: A Hands-On Guide to Replicating DeepSeek's Leading AI Quantitative Trading System

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16 min read
I Taught a 4B Parameter LLM to Play Wordle on a Mac M4 (Using GRPO)

I Taught a 4B Parameter LLM to Play Wordle on a Mac M4 (Using GRPO)

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6 min read
DeepSeek's mHC: The AI Training Breakthrough That Could Reshape the Industry

DeepSeek's mHC: The AI Training Breakthrough That Could Reshape the Industry

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5 min read
The Geometry of Stability: Why Manifold-Constrained Hyper-Connections Are the Future of Large-Scale AI

The Geometry of Stability: Why Manifold-Constrained Hyper-Connections Are the Future of Large-Scale AI

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3 min read
Reemplacé Docker por Podman para ejecutar LLMs locales (Ollama + DeepSeek)

Reemplacé Docker por Podman para ejecutar LLMs locales (Ollama + DeepSeek)

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3 min read
Deploying Powerful Language Models with Ease: Leveraging DeepSeek and Model Garden on Vertex AI

Deploying Powerful Language Models with Ease: Leveraging DeepSeek and Model Garden on Vertex AI

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6 min read
Running DeepSeek R1 + Ollama + Open WebUI with Podman Compose

Running DeepSeek R1 + Ollama + Open WebUI with Podman Compose

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3 min read
Using AI for Troubleshooting: OpenAI vs DeepSeek

Using AI for Troubleshooting: OpenAI vs DeepSeek

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5 min read
DeepSeek OCR 2: Complete Guide to Running & Fine-tuning in 2026

DeepSeek OCR 2: Complete Guide to Running & Fine-tuning in 2026

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10 min read
📌 Most models use Grouped Query Attention. That doesn’t mean yours should.📌

📌 Most models use Grouped Query Attention. That doesn’t mean yours should.📌

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1 min read
DeepSeek AI’s Understanding of the Delta Customization Concept — Far Beyond Ordinary Programmers

DeepSeek AI’s Understanding of the Delta Customization Concept — Far Beyond Ordinary Programmers

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21 min read
Build an AI Math & Physics Agent with DeepSeek v3.2

Build an AI Math & Physics Agent with DeepSeek v3.2

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4 min read
DeepSeek V3.2 Is Here, Challenging GPT‑5 — But Can Your Environment Keep Up?

DeepSeek V3.2 Is Here, Challenging GPT‑5 — But Can Your Environment Keep Up?

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6 min read
Deepseek 3.2 Speciale vs Claude 4.5 Sonnet for agentic coding

Deepseek 3.2 Speciale vs Claude 4.5 Sonnet for agentic coding

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5 min read
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