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Guide & Resources

Tei features

What you can do with Tei, fully managed by Elestio.

Text Embeddings Inference: A blazing fast inference solution for text embeddings models. Benchmark for BAAI/bge-base-en-v1.5 on an Nvidia A10 with a sequence length of 512 tokens:

Dynamic Batching

TEI incorporates token-based dynamic batching, thus optimizing resource utilization during inference.

Optimized Inference

TEI leverages Flash Attention, Candle, and cuBLASLt by using optimized transformers code for inference.

Safetensors weight loading

TEI loads Safetensors weights for faster boot times.

Production-Ready

TEI supports distributed tracing through Open Telemetry and exports Prometheus metrics.

Explore Tei on Elestio

Tei runs on a dedicated instance, with backups, monitoring, SSL and updates handled by Elestio. Learn more about the software and everything included with the managed service.

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