#yapay zeka performansı

2 NEWS

DEV Community

Uncovering RAG System Flaws for Better AI Performance

Identify and address RAG system errors to improve AI answer accuracy, focusing on retrieval and generation metrics for optimal results

Apr 24, 2026

DEV Community

Optimizing LLM Cache Quantization on MacBook Pro: Quality vs Speed Trade-offs

Benchmarking perplexity, KL divergence, and asymmetric K/V cache techniques on Apple M5 Max reveals surprising trade-offs between model quality and hardware efficiency. Discover which configurations deliver the best balance for long-context LLM inference on macOS.

Apr 29, 2026