text classification , Qwen 600M-class, encoder-decoder models, batch serving systems, model compression, multimedia analysis, on-device moderation, ML inference infrastructure, content safety services, distillation strategies, RAG based retrieval, large language models, BERT-class decoder, encoder models

text classification , real-time moderation, Qwen 600M-class, encoder-decoder models, model compression, batch serving systems, multimedia analysis, ML inference infrastructure, content safety services, distillation strategies, multi-region reliability, RAG based retrieval, large language models, Operational Excellence, BERT-class decoder, encoder models