Abstract: Recent advancements in large language models (LLMs) have demonstrated impressive capabilities in code translation, typically evaluated using benchmarks like CodeTransOcean and RepoTransBench ...

This project provides a comprehensive benchmarking framework for evaluating RAG (Retrieval-Augmented Generation) performance using Qwen3 embedding and reranker models of different sizes (0.6B, 4B, 8B) ...

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Built with PyO3 and Rust, it seamlessly integrates with existing LiteLLM code with zero configuration required. Performance gains are most significant in connection pooling, rate limiting, and ...

The takeaway: As numerous controversies and Microsoft's relentless push for generative AI damage Windows 11's reputation, Linux continues to make strides in performance and compatibility. Handheld PCs ...

What if you could move beyond the frustrations of Windows 11 gaming, bloated updates, intrusive data collection, and system inefficiencies, and embrace a platform designed to give you more control? In ...