#LLM eval open source
2412 related articles
Tutorials·4 min
Ollama Tutorial: Run DeepSeek and Other LLMs Locally with a Single Command
Complete guide to running LLMs locally with Ollama. Supports DeepSeek, Qwen, Gemma and more. Learn installation, architecture, and use cases—zero API costs with full data privacy.
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Product Reviews·5 min
Hugging Face Transformers: Deep Dive into the 160K-Star Open Source Framework
Deep dive into Hugging Face Transformers, covering core features, API design, model ecosystem, and practical code examples. Learn how this 160K-Star project lowers AI barriers and drives democratization across LLMs, computer vision, and multimodal AI.
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Product Reviews·5 min
Career-Ops: The AI Job-Hunting Powerhouse with 40K Stars, an Open-Source Automation System Powered by Claude Code
Deep dive into Career-Ops, a GitHub project with 42K+ Stars. This Claude Code-powered AI job search system features 14 skill modes, PDF generation, batch processing, and a Go dashboard.
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Product Reviews·3 min
Deep Dive into CowAgent: How This Open-Source AI Agent Earned 44,000 Stars
Deep dive into CowAgent (formerly chatgpt-on-wechat), a 44K-star open-source AI Agent with proactive thinking, Skills creation, long-term memory, and multi-platform support for WeChat, Feishu, and DingTalk.
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Tutorials·4 min
Spring AI in Practice: From Love Guru to ReAct Autonomous Planning Agent Development Guide
A practical guide to building AI Agents with Spring Boot 3, Java 21, and Spring AI — covering RAG, Tool Calling, MCP protocol, and ReAct pattern with the yu-ai-agent open-source project.
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Expert Opinions·2 min
Simon Willison's April Newsletter: Opus 4.7, GPT-5.5 Launches, and AI Industry Trends
Simon Willison's April 2026 monthly newsletter: Anthropic Opus 4.7 and OpenAI GPT-5.5 launch with price hikes, Claude Mythos safety research, ChatGPT Images 2.0, and key AI trends.
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Deep Dives·3 min
Ruflo Open-Source Framework: Claude Multi-Agent Orchestration Platform Architecture and Practical Guide
Deep analysis of Ruflo open-source multi-agent orchestration platform, covering swarm intelligence, RAG integration, Claude Code native support, and comparisons with LangGraph and CrewAI.
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Product Reviews·4 min
Deep Dive into CowAgent: The Open-Source AI Assistant Framework with 44K GitHub Stars
Deep dive into CowAgent, a 44K-star open-source AI Agent framework supporting WeChat, Feishu, DingTalk integration with GPT, DeepSeek, Qwen models, featuring proactive thinking, task planning, and skill creation capabilities.
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Product Reviews·4 min
Chatbox Open-Source AI Client: The Power Behind 40K Stars and a Complete Usage Guide
Deep dive into Chatbox, an open-source AI desktop client with nearly 40K GitHub Stars. Supports multi-model switching via API (OpenAI, Claude, etc.) with local data storage for privacy-conscious users.
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Product Reviews·3 min
The Complete DeepSeek API Integration Ecosystem: Deep Dive into a 37K-Star Open Source Project
Deep analysis of the 37K-Star awesome-deepseek-integration project on GitHub, covering DeepSeek API integrations across dev tools, AI frameworks, and productivity apps.
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Product Reviews·2 min
Unsloth: The Free Local LLM Training Tool with 60K+ Stars on GitHub — A Complete Guide
Unsloth is a 63K-star open-source tool for local LLM training with Web UI. Supports Gemma 4, Qwen 3, DeepSeek fine-tuning with 2-5x speed boost on consumer GPUs.
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Product Reviews·4 min
Deep Dive into RuoYi-Vue-Pro: A 36K Star Enterprise-Grade Java Development Platform
Deep dive into RuoYi-Vue-Pro: a Spring Boot + Vue open-source platform with 36,900+ Stars. Features SaaS multi-tenancy, Flowable workflows, CRM/ERP/MES modules, and AI integration for enterprise Java development.
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Product Reviews·3 min
8K Stars on GitHub: Deep Dive into the Most Comprehensive LLM Learning Resource Repository
Deep dive into the GitHub project awesome-LLM-resources (8200+ stars): a comprehensive guide covering multimodal AI, AI Agents, MCP protocol, model training, inference optimization, and small language models.
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Product Reviews·5 min
DeepSeek API Integration Ecosystem: A Complete Analysis of the 37K-Star Open Source Project
Analysis of the 37K-Star awesome-deepseek-integration project on GitHub, covering DeepSeek API integrations for VS Code, browsers, Obsidian, and more, with quick-start guides for developers.
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Product Reviews·5 min
AnythingLLM: Open-Source AI Knowledge Base with 60K Stars, Local Deployment with Privacy First
AnythingLLM is an open-source AI knowledge base tool with nearly 60K GitHub Stars. It supports local deployment, RAG, multi-model switching, and document parsing with zero-config setup, offering privacy-first AI productivity for enterprises and individuals.
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Product Reviews·3 min
Cube Studio Deep Dive: Tencent's Open-Source Cloud-Native AI Platform — A Complete MLOps Workflow Guide
Deep dive into Cube Studio, Tencent Music's open-source cloud-native AI platform covering distributed training, LLM SFT/RLHF fine-tuning, vLLM inference, VGPU virtualization, and domestic chip adaptation for complete MLOps workflows.
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Research·5 min
Claude's 38% Sycophancy Rate on Spiritual Topics: Anthropic Research Reveals the Truth About AI People-Pleasing Behavior
Anthropic research finds Claude's sycophancy rate hits 38% on spiritual topics, far exceeding the 9% baseline. Analysis of AI people-pleasing causes, RLHF bias, and impacts on safety.
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Tutorials·5 min
Codex CLI /goal Command Explained: Autonomous Loop Execution Until Goal Completion
Codex CLI 0.128.0 adds the /goal command for goal-driven autonomous loop execution. This article analyzes its technical implementation, token budget mechanism, and practical use cases.
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Deep Dives·6 min
learn-claude-code: Deep Dive into the 58K-Star AI Agent Framework
Deep analysis of the 58K-Star open-source project learn-claude-code: building a Claude Code-like programming agent from scratch. Deconstruct the Agent Harness, ReAct loop pattern, and Bash execution layer.
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Product Reviews·4 min
Cube Studio Deep Dive: A Practical Guide to Tencent's Open-Source One-Stop MLOps Platform
Deep dive into Tencent's open-source Cube Studio: architecture, large model training/fine-tuning, vLLM inference, distributed training ecosystem, Ascend adaptation, and VGPU compute management for enterprise MLOps.
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