Bruno Machado Valerio

Field notes from serving a large ModelOpt NVFP4 model on Blackwell SM120 GPUs with vLLM, FlashInfer, FP8 KV cache, speculative decoding, and production-shaped benchmarks — including the target/drafter boundary that made the deployment stable and why the early peak did not hold under reproduction.

Elevata has achieved the AWS Small and Medium Business Competency, a designation for AWS Partners with validated experience serving small and medium businesses on AWS.

Elevata earned the AWS Generative AI Competency, validating our ability to design, implement, and operate production-grade GenAI solutions on AWS.

Elevata and Escola da Nuvem are joining forces around a shared goal: prepare, connect, and create opportunities for cloud talent so the future of technology in Brazil is built on stronger access, inclusion, and real employability.

Elevata earned the AWS Transfer Family Service Delivery designation, reinforcing our ability to modernize secure file-transfer workflows on AWS.

Elevata earned the AWS Control Tower Service Delivery designation, validating our capability to implement secure, scalable multi-account governance on AWS.

Elevata is now an AWS Advanced Tier Partner, reinforcing our ability to help companies modernize on AWS with senior technical execution across migration, data, and generative AI.