inference

Next-generation humanoid ‘Figure 02’ unveiled… “3x faster computational power and complex hand features”

https://www.youtube.com/watch?v=0SRVJaOg9Co Artificial intelligence (AI) robot startup Figure has unveiled its recent humanoid robot, 'Figure 02'. That is the model that was highlighted in a teaser video last week as "the world's most advanced robot". VentureBeat reported...

Google Unveils Mathematical Inference Expert Model… “A Significant Advance for AGI”

Google has unveiled a man-made intelligence (AI) model specializing in mathematical reasoning. It emphasized that this can be a significant advance in processing mathematics, which requires higher reasoning ability than language, and that it...

What Is Causal Inference?

A beginner’s guide to causal inference methods: randomized controlled trials, difference-in-differences, synthetic control, and A/B testingThis text is meant for beginners who desire a comprehensive introduction to causality and causal inference methods, explained with...

YOLO Inference with Docker via API

Learn the right way to orchestrate object detection inference via an API with Docker12 min read·10 hours agoThis text will explain the right way to run inference on a YOLOv8 object detection model using...

Asynchronous Machine Learning Inference with Celery, Redis, and Florence 2

An easy tutorial to get you began on asynchronous ML inferenceYou may run the total stack using:docker-compose upAnd there you may have it! We’ve just explored a comprehensive guide to constructing an asynchronous machine...

Upstage-NIA adds reasoning and arithmetic reasoning indicators to Korean LLM leaderboard

Upstage (CEO Kim Seong-hoon) and the Korea Intelligence and Information Society Agency (NIA, Director Hwang Jong-seong) announced on the eleventh that they will probably be upgrading the jointly operated 'Open Ko-LLM Leaderboard' by adding...

The Way forward for Serverless Inference for Large Language Models

Recent advances in large language models (LLMs) like GPT-4,  PaLM have led to transformative capabilities in natural language tasks. LLMs are being incorporated into various applications comparable to chatbots, search engines like google, and...

vLLM: PagedAttention for 24x Faster LLM Inference

Just about all the big language models (LLM) depend on the Transformer neural architecture. While this architecture is praised for its efficiency, it has some well-known computational bottlenecks.During decoding, one in every of these...

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