Did you know that distributed training, often used in Machine Learning models, refers to multi-node ML algorithms and systems designed to increase performance, accuracy & scalability?
Check out these six popular frameworks for distributed training in 2023: https://
rb.gy/5fse3
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Six Popular Distributed Training Frameworks for Machine Learning
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Generative AI Work: API Knowledge Without Enterprise-Ready Systems
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“I work in generate AI” is code for: I know Pothan, and I can read API docs. Rest assured, we won’t be building, scalable enterprise ready systems with this approach.
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LangChain NYC Meetup Panel Discussion Audio
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No video, but audio from the LIVE @langchain NYC meetup. Currently a panel with @ashe_cs @bernhardsson and others!
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Google Launches New Machine Learning Developer Resources Landing Page
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Google has a brand new landing page for ML developer resources: http://
ai.google/build/machine-
learning
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Semantic Search: How Vector Embeddings Capture Meaning
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4/5 Imagine this – the sentence "Hello, how are you?" & "Hi, what’s up?" will get similar vectors, while "Tomorrow is Friday" gets a different one. That's the power of semantic search!
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Semantic Search with Embeddings: Beyond Keyword Matching
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1/5 We're excited to share a fantastic video on semantic search by our very own, @luis_likes_math
. You'll learn about using embeddings and similarity to build a semantic search model. It's an upgrade from traditional keyword search! https://
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Adding Memory to Plan-and-Execute Agents
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like you want to add memory to plan-and-execute agent?
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Craft Ventures hackAIthon Sponsorship on Replit Platform
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We're excited to sponsor the Craft Ventures hackAIthon next week! If you're looking for an excuse to build something great on Replit, apply below.
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HuggingFace Launches Multi-Modal Agent API Chaining 100K Models
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Excited to announce our multi-modal agent API that can automatically chain 100,000+ of HF models (stable diffusion, whisper, OpenAssistant,…) for text, audio, image, video, time-series,… based on your commands. All open-source so it can work locally! https://
huggingface.co/docs/transform
ers/transformers_agents
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MLOps Comprehensive Guide with Learning Resources Available
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MLOps – A Comprehensive Guide A long awaited guide on MLOps is available on Complete Machine Learning Package. This guide introduces MLOps and provides learning resources(books, courses, blogs, papers) that could be helpful on the course of learning MLOps. The guide is