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Tag: large language models

Total 7 articles
Understanding Core AI Technologies: The Synergy of MCP, Agent, RAG, and Function Call
Understanding Core AI Technologies: The Synergy of MCP, Agent, RAG, and Function Call
MCP Agent RAG Function Call Model Context Protocol Artificial Intelligence Large Language Models

Explore four pillars of modern AI: Agent, RAG, Function Call, and MCP. Learn how these technologies work together to enhance AI capabilities through practical examples and analogies.

• 6 min read
AIGC
Mistral Small 3.1: Return of the Lightweight Champion, Can It Dethrone Gemma 3?
Mistral Small 3.1: Return of the Lightweight Champion, Can It Dethrone Gemma 3?
Mistral Small 3.1 Gemma 3 Large Language Models Model Comparison

Mistral Small 3.1 vs Gemma 3: Compare 24B vs 27B parameters, performance benchmarks, hardware requirements, and real-world applications. Discover which lightweight LLM offers better efficiency and multimodal capabilities.

• 4 min read
AIGC
Alibaba's QwQ-32B: 32B small parameters Rivaling DeepSeek R1's 671B, Reshaping Open-source AI Landscape?
Alibaba's QwQ-32B: 32B small parameters Rivaling DeepSeek R1's 671B, Reshaping Open-source AI Landscape?
QwQ-32B Tongyi Qianwen Large Language Models

Alibaba Cloud unveils QwQ-32B, a groundbreaking 32B-parameter model challenging DeepSeek R1 (671B) through pure reinforcement learning, showcasing comparable performance in reasoning tasks.

• 5 min read
News
LLM-Reasoner: Make Your Language Model Think Deeply Like DeepSeek R1
LLM-Reasoner: Make Your Language Model Think Deeply Like DeepSeek R1
LLM-Reasoner Large Language Models Chain of Thought DeepSeek Deep Thinking

Learn to implement LLM-Reasoner framework for enhanced logical reasoning like DeepSeek R1. Step-by-step guide for building AI systems with advanced thinking capabilities.

• 3 min read
AIGC
DeepSeek R1:How Reinforcement Learning Reshapes Language Model Reasoning?
DeepSeek R1:How Reinforcement Learning Reshapes Language Model Reasoning?
DeepSeek R1 Reinforcement Learning Large Language Models

DeepSeek R1, a breakthrough AI model using reinforcement learning, achieves human-level reasoning and matches OpenAI's o1-1217 performance

• 7 min read
News
AI Model Tools Comparison How to Choose Between SGLang, Ollama, VLLM, and LLaMA.cpp?
AI Model Tools Comparison How to Choose Between SGLang, Ollama, VLLM, and LLaMA.cpp?
AI Models SGLang Ollama VLLM LLaMA.cpp Artificial Intelligence Large Language Models

In-depth comparison and analysis of popular AI model deployment tools including SGLang, Ollama, VLLM, and LLaMA.cpp, helping developers and users choose the most suitable AI model deployment tool

• 7 min read
AIGC
DeepSeek-V3 Model In-Depth Analysis: A Brilliant Star in the New AI Era
DeepSeek-V3 Model In-Depth Analysis: A Brilliant Star in the New AI Era
deepseek-v3 deepseek artificial-intelligence AI models large language models

"Deep dive into DeepSeek-V3 model. Its architecture combines MLA and DeepSeekMoE with innovative load balancing. Trained on 14.8T tokens, powered by HAI-LLM framework and FP8 technology. Enhanced by innovations like MTP, performance surpasses open-source and approaches closed-source models. Cost-effective with low training and API costs, a key reference in AI advancing language models."

• 6 min read
News