trainium

A high-throughput and memory-efficient inference and serving engine for LLMs

Foundation model benchmarking tool. Run any model on any AWS platform and benchmark for performance across instance type and serving stack options.

A production-ready inference server supporting any AI model on all major hardware platforms (CPU, GPU, TPU, Apple Silicon). Inferno seamlessly deploys and serves language models from Hugging Face, local files, or GGUF format with automatic memory management and hardware optimization. Developed by HelpingAI.