Browsing: ML News
Cardinality estimation (CE) is crucial in optimizing query performance in relational databases. It involves predicting the number of intermediate results a database query will return, directly…
Large Language Models (LLMs) have revolutionized natural language processing but face significant challenges in handling very long sequences. The primary issue stems from the Transformer architecture’s…
Time series modeling is vital across many fields, including demand planning, anomaly detection, and weather forecasting, but it faces challenges like high dimensionality, non-linearity, and distribution…
Microsoft Research Introduces AutoGen Studio: A Low-Code Interface for Rapidly Prototyping AI Agents
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Mixture-of-experts (MoE) models have emerged as a crucial innovation in machine learning, particularly in scaling large language models (LLMs). These models are designed to manage the…
Researchers from Aleph Alpha announce a new foundation model family that includes Pharia-1-LLM-7B-control and Pharia-1-LLM-7B-control-aligned. These models are now publicly available under the Open Aleph License,…
Cerebras Systems has set a new benchmark in artificial intelligence (AI) with the launch of its groundbreaking AI inference solution. The announcement offers unprecedented speed and…
AI systems integrating natural language processing with database management can unlock significant value by enabling users to query custom data sources using natural language. Current methods…
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