Tag: Inference

  • Hacker News: DeepDive in everything of Llama3: revealing detailed insights and implementation

    Source URL: https://github.com/therealoliver/Deepdive-llama3-from-scratch Source: Hacker News Title: DeepDive in everything of Llama3: revealing detailed insights and implementation Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text details an in-depth exploration of implementing the Llama3 model from the ground up, focusing on structural optimizations, attention mechanisms, and how updates to model architecture enhance understanding…

  • Cloud Blog: Optimizing image generation pipelines on Google Cloud: A practical guide

    Source URL: https://cloud.google.com/blog/products/ai-machine-learning/guide-to-optimizing-image-generation-pipelines/ Source: Cloud Blog Title: Optimizing image generation pipelines on Google Cloud: A practical guide Feedly Summary: Generative AI diffusion models such as Stable Diffusion and Flux produce stunning visuals, empowering creators across various verticals with impressive image generation capabilities. However, generating high-quality images through sophisticated pipelines can be computationally demanding, even with…

  • Hacker News: Exa Laboratories (YC S24) Is Hiring a Founding Engineer to Build AI Chips

    Source URL: https://www.ycombinator.com/companies/exa-laboratories/jobs/9TXvyqt-founding-engineer Source: Hacker News Title: Exa Laboratories (YC S24) Is Hiring a Founding Engineer to Build AI Chips Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the development of advanced polymorphic chips designed to enhance AI capabilities and computation efficiency. The focus is on creating a new generation of…

  • Cloud Blog: Unlock Inference-as-a-Service with Cloud Run and Vertex AI

    Source URL: https://cloud.google.com/blog/products/ai-machine-learning/improve-your-gen-ai-app-velocity-with-inference-as-a-service/ Source: Cloud Blog Title: Unlock Inference-as-a-Service with Cloud Run and Vertex AI Feedly Summary: It’s no secret that large language models (LLMs) and generative AI have become a key part of the application landscape. But most foundational LLMs are consumed as a service, meaning they’re hosted and served by a third party…

  • Cloud Blog: An SRE’s guide to optimizing ML systems with MLOps pipelines

    Source URL: https://cloud.google.com/blog/products/devops-sre/applying-sre-principles-to-your-mlops-pipelines/ Source: Cloud Blog Title: An SRE’s guide to optimizing ML systems with MLOps pipelines Feedly Summary: Picture this: you’re an Site Reliability Engineer (SRE) responsible for the systems that power your company’s machine learning (ML) services. What do you do to ensure you have a reliable ML service, how do you know…

  • Scott Logic: There is more than one way to do GenAI

    Source URL: https://blog.scottlogic.com/2025/02/20/there-is-more-than-one-way-to-do-genai.html Source: Scott Logic Title: There is more than one way to do GenAI Feedly Summary: AI doesn’t have to be brute forced requiring massive data centres. Europe isn’t necessarily behind in AI arms race. In fact, the UK and Europe’s constraints and focus on more than just economic return and speculation might…

  • Cloud Blog: Introducing A4X VMs powered by NVIDIA GB200 — now in preview

    Source URL: https://cloud.google.com/blog/products/compute/new-a4x-vms-powered-by-nvidia-gb200-gpus/ Source: Cloud Blog Title: Introducing A4X VMs powered by NVIDIA GB200 — now in preview Feedly Summary: The next frontier of AI is reasoning models that think critically and learn during inference to solve complex problems. To train and serve this new class of models, you need infrastructure with the performance and…

  • Hacker News: OpenArc – Lightweight Inference Server for OpenVINO

    Source URL: https://github.com/SearchSavior/OpenArc Source: Hacker News Title: OpenArc – Lightweight Inference Server for OpenVINO Feedly Summary: Comments AI Summary and Description: Yes **Summary:** OpenArc is a lightweight inference API backend optimized for leveraging hardware acceleration with Intel devices, designed for agentic use cases and capable of serving large language models (LLMs) efficiently. It offers a…

  • Cloud Blog: BigQuery ML is now compatible with open-source gen AI models

    Source URL: https://cloud.google.com/blog/products/data-analytics/run-open-source-llms-on-bigquery-ml/ Source: Cloud Blog Title: BigQuery ML is now compatible with open-source gen AI models Feedly Summary: BigQuery Machine Learning allows you to use large language models (LLMs), like Gemini, to perform tasks such as entity extraction, sentiment analysis, translation, text generation, and more on your data using familiar SQL syntax. Today, we…