Articles by Tag #deepseek
Browse our collection of articles on various topics related to IT technologies. Dive in and explore something new!
Fine-Tune Your LLM in MINUTES with Nebius ⚡️
Introduction Large Language Models are Great! But it’s not that good when it comes to...
DeepSeek OCR in Automation Pipelines: Practical Engineering Insights and Integration Patterns
Document extraction is still one of the slowest moving parts in automation architectures. Even with...
Why Silicon Valley Is Quietly Migrating to Chinese AI Models
Airbnb's Brian Chesky dropped a bombshell in October 2025 that most tech leaders saw coming but few...
Deepseek 3.2 Speciale vs Claude 4.5 Sonnet for agentic coding
DeepSeek recently released Deep Seek V3.2 Speciale - a reasoning-first model built for agents. As a...
In-depth Analysis of Litho's Multi-Agent Collaborative Architecture and ReAct Reasoning Mechanism
Imagine a "technical detective team" composed of experts from various fields, each possessing unique...
How To Use DeepSeek-OCR And Docling For PDF Parsing
This is a hands-on guide that explores how to use DeepSeek-OCR with docling for PDF parsing inside an...
Reemplacé Docker por Podman para ejecutar LLMs locales (Ollama + DeepSeek)
Durante mucho tiempo, mis experimentos locales con IA siguieron el camino habitual: "Docker,...
Litho Project Architecture Analysis: How the Four-Stage Pipeline Enables Automated Documentation Generation
Imagine inheriting a massive legacy system with hundreds of thousands of lines of code but only a...
Exploring the Technical Advantages of Rust Language in High-Performance AI Applications
In the wave of AI application development, Python has long dominated, but the Litho project chose...
How Chinese Companies Make Money with Open-Source AI
The Hidden Strategy Behind Free AI Most people don't understand the game being played. Everyone...
Researching Litho's Intelligent Caching and Performance Optimization Strategies
In the world of AI applications, performance is not just about speed—it's about intelligent resource...
The Geometry of Stability: Why Manifold-Constrained Hyper-Connections Are the Future of Large-Scale AI
Explore how DeepSeek's mHC architecture solves the training instability of Hyper-Connections using the Birkhoff polytope and doubly stochastic matrices.
DeepSeek-OCR: The New 'Black Tech' in AI, How It's Changing Our Interaction with AI Models?
In today's era of rapid artificial intelligence development, Large Language Models (LLMs) are...
Running DeepSeek R1 + Ollama + Open WebUI with Podman Compose
If you want to run local LLMs with a clean, containerized setup without Docker, this guide shows how...
AIReview in Practice: Accelerating Code Reviews with AI
AIReview in Practice: Accelerating Code Reviews with AI GitHub:...
Paddle OCR-VL & DeepSeek-OCR
PaddleOCR-VL What it is PaddleOCR-VL is a vision-language model (VLM) built for document...
Build an AI Math & Physics Agent with DeepSeek v3.2
DeepSeek recently released a powerful new model, DeepSeek-V3.2, that's now instantly accessible...
Litho: Let Code Speak for Itself - The AI-Driven Revolution in Automated Architecture Documentation Generation
As an open-source project benchmarking against the commercial version DeepWiki from Davin, Litho...
OpenAI Hits $500B While China Cuts AI Costs in Half
This week showed AI splitting into two camps: those spending billions on computing power, and those...
Book review: “Build a DeepSeek Model (From Scratch)”
My impressions after reading the first chapters of “Build a DeepSeek Model (From Scratch)” book...
DeepSeek Does It Again: From MoE to DSA, The New Era of LLM Efficiency
Header image sourced from Chat-Deep Original post. Introduction: The Invisible Wall of...
DeepSeek V3-0324 vs. Claude 3.7 Sonnet Base: Which AI Codes Better?
As an AI enthusiast in, I've been closely following the recent developments in large language models....
Deploying Powerful Language Models with Ease: Leveraging DeepSeek and Model Garden on Vertex AI
The landscape of artificial intelligence, particularly in the domain of large language models (LLMs),...
📌 Most models use Grouped Query Attention. That doesn’t mean yours should.📌
I've been noticing the same pattern lately. Whenever attention mechanisms arise, the answer is...
DeepSeek V3.2 Is Here, Challenging GPT‑5 — But Can Your Environment Keep Up?
DeepSeek recently announced the official release of V3.2, and it’s not a small bump. The standard...
Solving the Enter Key Frustration in AI Chat: "Chat-Key-Changer" Chrome Extension
Hello everyone! Have you ever experienced the frustration of accidentally sending an incomplete...
Accelerating LLM Inference on ECS: Leveraging SOCI with AWS Fargate for Lightning-Fast Container Startup
Automated SOCI implementation with AWS Fargate using AWS-CDK In today’s AI/ML engineering and...
Using AI for Troubleshooting: OpenAI vs DeepSeek
AI is now a go-to tool for everything from writing to coding. Modern LLMs are so powerful that, with...
A Smarter Way to Auto-Generate Your Project Docs with AI
As developers, we love to build. Code flows, bugs are squashed, features ship. But ask us to document...
I Taught a 4B Parameter LLM to Play Wordle on a Mac M4 (Using GRPO)
DeepSeek-R1 changed the conversation. Their paper "DeepSeek-R1: Incentivizing Reasoning Capability in...