Favorite Machine learning (ML) models do not operate in isolation. To deliver value, they must integrate into existing production systems and infrastructure, which necessitates considering the entire ML lifecycle during design and development. ML operations, known as MLOps, focus on streamlining, automating, and monitoring ML models throughout their lifecycle. Building
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Shared by AWS Machine Learning December 14, 2023
Favorite In this post, we showcase fine-tuning a Llama 2 model using a Parameter-Efficient Fine-Tuning (PEFT) method and deploy the fine-tuned model on AWS Inferentia2. We use the AWS Neuron software development kit (SDK) to access the AWS Inferentia2 device and benefit from its high performance. We then use a
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Shared by AWS Machine Learning December 14, 2023
Favorite Meeting notes are a crucial part of collaboration, yet they often fall through the cracks. Between leading discussions, listening closely, and typing notes, it’s easy for key information to slip away unrecorded. Even when notes are captured, they can be disorganized or illegible, rendering them useless. In this post,
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Shared by AWS Machine Learning December 14, 2023
Favorite The year of 2023 was a busy one for the Open Source Initiative (OSI), as we celebrated the 25th Anniversary of Open Source while looking towards present and future challenges and opportunities. Our work has revolved around 3 grand areas: licensing and legal, policy and standards, and advocacy and
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Shared by voicesofopensource December 13, 2023
Favorite Gemini Pro is now available for developers and enterprises to build AI applications. View Original Source (blog.google/technology/ai/) Here.
Favorite Launching Gemini Pro via the Gemini API and four more AI tools: Imagen 2, MedLM, and Duet AI for Developers and Duet AI in Security Operations. View Original Source (blog.google/technology/ai/) Here.
Favorite Vodafone is transitioning from a telecommunications company (telco) to a technology company (TechCo) by 2025, with objectives of innovating faster, reducing costs, improving security, and simplifying operations. Thousands of engineers are being onboarded to contribute to this transition. By 2025, Vodafone plans to have 50% of its global workforce
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Shared by AWS Machine Learning December 13, 2023
Favorite Large language models (or LLMs) have become a topic of daily conversations. Their quick adoption is evident by the amount of time required to reach a 100 million users, which has gone from “4.5yrs by facebook” to an all-time low of mere “2 months by ChatGPT.” A generative pre-trained
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Shared by AWS Machine Learning December 13, 2023
Favorite The launch of ChatGPT and rise in popularity of generative AI have captured the imagination of customers who are curious about how they can use this technology to create new products and services on AWS, such as enterprise chatbots, which are more conversational. This post shows you how you
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Shared by AWS Machine Learning December 13, 2023
Favorite Posted by Catherine Armato, Program Manager, Google This week the 37th annual Conference on Neural Information Processing Systems (NeurIPS 2023), the biggest machine learning conference of the year, kicks off in New Orleans, LA. Google is proud to be a Diamond Level sponsor of NeurIPS this year and will
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Shared by Google AI Technology December 10, 2023
Shared by AWS Machine Learning December 14, 2023
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