#model evaluation
2268 related articles
Product Reviews·3 min
Cube Studio: Tencent's Open-Source One-Stop AI Platform — A Deep Dive into Full MLOps Lifecycle
Deep dive into Tencent Music's open-source Cube Studio cloud-native AI platform, covering Notebook development, Pipeline orchestration, distributed training, LLM fine-tuning, inference deployment, and domestic hardware adaptation for full MLOps lifecycle.
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Product Reviews·2 min
ccNexus: Intelligent API Gateway for Claude Code/Codex CLI with Multi-Endpoint Rotation and Usage Monitoring
ccNexus is an open-source Go-based intelligent API gateway for AI coding tools like Claude Code and Codex CLI, featuring multi-endpoint rotation, multi-platform integration, and usage monitoring.
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Research·3 min
UK AISI Evaluates GPT-5.5 Cybersecurity Capabilities: On Par with Claude Mythos but Already Publicly Available
UK AI Safety Institute (AISI) evaluates GPT-5.5 cybersecurity capabilities, finding vulnerability discovery on par with Claude Mythos. The key difference: GPT-5.5 is already publicly available, raising urgent AI safety governance concerns.
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Product Reviews·3 min
GitHub 8000+ Stars: A Deep Dive into awesome-LLM-resources — The Most Comprehensive Large Language Model Resource Collection
Deep dive into the GitHub 8000+ star project awesome-LLM-resources, covering LLM training, multimodal generation, AI Agents, MCP protocol, AI-assisted coding, and more for developers.
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Tutorials·3 min
Ollama Tutorial: The Complete Guide to Running Large Models Locally (2025 Updated)
Complete guide to deploying LLMs locally with Ollama. Supports DeepSeek, Qwen, Kimi-K2.5 and more. 170K GitHub Stars, one-click install, full data privacy, zero API costs.
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Tutorials·2 min
Ollama Tutorial: Complete Guide to Running DeepSeek, Qwen, and Other LLMs Locally with One Click
Complete guide to Ollama: install and run DeepSeek, Qwen, Kimi-K2.5, GLM-5 and more LLMs locally. 170K+ GitHub Stars, the most popular local LLM framework for offline AI inference and privacy.
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Research·3 min
UK AISI Assessment Report: GPT-5.5 Cybersecurity Capabilities on Par with Claude Mythos
UK AISI releases GPT-5.5 cybersecurity assessment showing vulnerability discovery capabilities on par with Claude Mythos, but with GPT-5.5 already publicly available, raising new AI safety governance concerns.
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Tech Frontiers·2 min
JetBrains Open-Sources Koog Framework: Building Enterprise-Grade AI Agents with Kotlin
JetBrains open-sources Koog AI Agent framework built on Kotlin Multiplatform for full JVM deployment. Explore Koog's core features, fault-tolerant design, and advantages over Python frameworks.
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Tutorials·3 min
Codex CLI /goal Command Explained: AI Auto-Loops Until Your Goal Is Complete
OpenAI Codex CLI 0.128.0 adds the /goal command for auto-looping task execution until goals are met. Learn about Ralph Loop pattern, token budgets, and autonomous coding agents.
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Research·2 min
UK AI Safety Institute Evaluates GPT-5.5: Cybersecurity Capabilities on Par with Claude Mythos
UK AISI evaluates GPT-5.5 cybersecurity capabilities, finding vulnerability discovery on par with Claude Mythos — but GPT-5.5 is already publicly available, raising new security concerns.
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Tech Frontiers·1 min
UK AI Safety Institute Evaluates GPT-5.5's Cybersecurity Capabilities
The UK AI Safety Institute finds GPT-5.5's cybersecurity vulnerability discovery capabilities on par with Claude Mythos, but GPT-5.5 is already publicly available.
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Research·1 min
How Does a Semantic Layer Improve Text-to-SQL Accuracy? Latest Benchmark Reveals the Answer
A new open-source benchmark quantifies how a 4KB semantic layer boosts LLM Text-to-SQL accuracy across Claude and GPT models, validated with McNemar's test.
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Product Reviews·1 min
Cube Studio: Deep Dive into Tencent's Open-Source Cloud-Native All-in-One AI Platform
Deep dive into Cube Studio, Tencent's open-source cloud-native AI platform covering the full MLOps lifecycle from data labeling to large model training and inference deployment.
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Deep Dives·3 min
LangChain4j Explained: The Go-To Framework for Java Developers Building LLM Applications
A deep dive into LangChain4j's core features including unified API abstraction, RAG, Agent tool calling, and Spring Boot integration for building enterprise AI apps in Java.
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Product Reviews·4 min
RuoYi-AI Open Source Framework: A One-Stop Solution for Java Enterprise AI Application Development
A deep dive into RuoYi-AI, a Java-based enterprise AI development platform supporting multi-vendor LLM integration, RAG knowledge bases, and agent orchestration. 5,200+ Stars on GitHub.
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Product Reviews·3 min
Chinese Pre-trained Model Repository: An Open-Source Project with 5500+ Stars Covering LLMs and Multimodal Models
awesome-pretrained-chinese-nlp-models is a 5500+ Star GitHub project indexing Chinese pre-trained models including BERT, ChatGLM, Qwen, and multimodal models, categorized by task, scale, and domain for efficient model selection.
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Product Reviews·3 min
Artificial: A Go-Based Framework for Orchestrating Claude Code and Multiple AI Coding Assistants
Artificial is a Go open-source multi-agent orchestration framework that unifies Claude Code, OpenAI Codex, Cursor Agent, and local models for parallel AI coding workflows.
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Product Reviews·2 min
NadirClaw: Open-Source LLM Router That Automatically Saves 40-70% on AI API Costs
NadirClaw is an open-source, self-hosted LLM router that automatically routes simple tasks to cheap models and complex tasks to premium ones, saving 40-70% on AI API costs with OpenAI-compatible proxy support.
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Tech Frontiers·3 min
GPT-5.2 Beats Claude Opus 4.5: A Deep Dive into the Anthropic Performance Challenge
A developer used GPT-5.2 with Codex CLI to beat Claude Opus 4.5's 1487-cycle benchmark with 1243 cycles in Anthropic's official performance challenge, achieving 119x speedup.
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Product Reviews·3 min
LibreChat: A Complete Guide to the Open-Source Self-Hosted Multi-Model AI Chat Platform
Deep dive into LibreChat, an open-source self-hosted AI chat platform supporting GPT, Claude, Gemini multi-model switching, MCP protocol, Agents, code interpreter, and enterprise deployment.
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