Artificial intelligence

Artificial intelligence

Uni-MoE: A Unified Multimodal LLM based on Sparse MoE Architecture

Unlocking the potential of large multimodal language models (MLLMs) to handle...
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Artificial intelligence

How to: Handle Missing Data for Time Series | by Haden Pelletier | May, 2024

Should you drop, interpolate, or impute?Haden Pelletier·FollowPublished inTowards Data Science·5 min read·2 hours ago--ShareThere is no such thing as a perfect dataset. Every...
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Artificial intelligence

AmbientGPT: An Open-Source and Multimodal MacOS Foundation Model GUI

Foundation models enable complex tasks such as natural language processing, image...
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Artificial intelligence

Behind The Scenes: Explaining My Work As A Data Scientist | by Egor Howell | May, 2024

A breakdown of what my data science role truly entailsI have ~three years of experience working as a full-time data scientist, and in...
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Artificial intelligence

PyramidInfer: Allowing Efficient KV Cache Compression for Scalable LLM Inference

LLMs like GPT-4 excel in language comprehension but struggle with high...
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Artificial intelligence

Accelerate Mixtral 8x7B pre-training with expert parallelism on Amazon SageMaker

Mixture of Experts (MoE) architectures for large language models (LLMs) have recently gained popularity due...
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