Why Smart People Make Bad Bets: The Statistical Trap That Could Cost You Millions

The base rate fallacy is a silent killer of great startups. Learn how this common statistical trap leads to bad hires, failed ...
GitHub

A blazing fast inference solution for text embeddings models.

35 568M XLM-RoBERTa Snowflake/snowflake-arctic-embed-l-v2.0 41 305M Alibaba GTE Snowflake/snowflake-arctic-embed-m-v2.0 52 335M BERT WhereIsAI/UAE-Large-V1 58 137M NomicBERT ...

Train-to-Test scaling explained: How to optimize your end-to-end AI compute budget for inference

AI reasoning does not necessarily require spending huge amounts on frontier models. Instead, smaller models can yield ...
Frontiers

Computational Frameworks for Decision-Making: From Bayesian Inference to Reinforcement Learning Models

The ability to make adaptive decisions in uncertain environments is a fundamental characteristic of biological intelligence. Historically, computational ...
IEEE

DeepSpeed- Inference: Enabling Efficient Inference of Transformer Models at Unprecedented Scale

Abstract: The landscape of transformer model inference is increasingly diverse in model size, model characteristics, latency and throughput requirements, hardware requirements, etc. With such ...