For building more serious applications, you’ll want to set up an LLM-powered back-end as endpoints. FastAPI lets you do that. It is a web framework for building APIs with Python. In this next module, you'll learn how to create a sentiment analysis classifier API with FastAPI.
AI
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Building AI User Interfaces with Streamlit and Cohere
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Looking to build user interfaces that users can interact with? You'll begin with one of the fastest and simplest options to get started: Streamlit. You’ll learn how to build a startup idea generator with a Cohereand Streamlit and then deploy it on Streamlit Cloud.
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Deploying LLM-Powered Applications: Platform Options Guide
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Are you wondering what options are available out there for deploying LLM-powered applications? In http://
llm.university’s latest module, Deployment, you’ll learn how to deploy applications on several platforms and frameworks. Let’s take a look at what you’ll learn. -
H100 Training Speed Triples A100 with FP8 Optimization
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As @MosaicML showcased in April, on GPT training H100 is ~3x the speed of A100, if you use FP8 training, which is both seriously impressive and grounds you in relative improvement versus the previous generation! https://
mosaicml.com/blog/coreweave
-nvidia-h100-part-1
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OpenAI Opens First International Office in London
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We are excited to announce OpenAI's first international expansion with a new office in London!
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Model Distillation Performance Trade-offs in Large Language Models
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But yeah, modeling performance-wise you'll probably take a hit. Same thing that happened when they distilled ChatGPT GPT-3.5 and later GPT-4
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Making LLM serving affordable through pruning and quantization
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Fair point, but I think the appeal is more in trying to make running LLM more affordable (via pruning and quantization) to reduce the number of GPUs required for serving.
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CottonAce AI System Deployed for Pest Detection in Karnataka
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Accelerating the deployment of CottonAce, our AI-powered early pest warning and advisory system in Karnataka, we provided training to 350 farmers and provided them with pheromone traps in collaboration with @WeAreLDC and our on-ground partners, Kabini Organics. #MachineLearning
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OpenCV University Launch Recap at CVPR2023 Conference
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Here's a little recap of the Launch of OpenCV University at the #CVPR2023
— Satya Mallick (@LearnOpenCV) 28 juin 2023
It was awesome to see all the folks at our Booth!
See you guys in the next one! #CVPR2024 #AI #ComputerVisionhttps://t.co/p5t0Ha7DG0 pic.twitter.com/mvFJNVoCAhHere's a little recap of the Launch of OpenCV University at the #CVPR2023 It was awesome to see all the folks at our Booth!
See you guys in the next one! #CVPR2024 #AI #ComputerVision https://
opencv.org/university/ -
Inclusive Workplace Strategy Elevates LGBTQIA Employee Benefits
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Fostering an inclusive workplace is not only the right thing, but it’s a smart business strategy. As #PrideMonth comes to a close, our Belong community shares recommendations on how to elevate benefits for LGBTQIA employees. https://
bit.ly/3r6dele