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.
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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. -
Standard Practice for Pruning Linear Layers in Neural Networks
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I haven't seen that yet. I think the standard is to prune all linear layers, this includes the QVK of the attention layers and the FC layers (except the embedding and output layers of course).
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Pruning Large Language Models Without Retraining Using Activation Norms
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LLMs are usually too large for most contexts, but creating pruned versions of a model usually require retraining. Here's a new straightforward alternative based on computing element-wise product between the weight magnitude and norm of input activations: https://
arxiv.org/abs/2306.11695 -
H2O Wave 0.26 Released with LLM Chatbot and New Features
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#H2O Wave 0.26 is out with exciting features! Chatbot card for #LLMs Waved file configuration By-name component access Public demos of core apps on @huggingface Markdown code syntax highlighting and more! Details:
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AI Model Discovers New Mathematical Proofs in Formal Systems
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Our AI model correctly discovered 33 proofs in miniF2F and 39 proofs in ProofNet of theorems that did not have existing proofs in Lean. Our proofs have helped ProofNet uncover multiple bugs in the formalization of theorem statements
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Hack Night Workshop on AI Development with Replit Demos
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@pirroh kicking off our June Hack Night with a workshop on AI on Replit. Demos are at 8pm – stay tuned to see what folks built tonight! -
Finding Trusted Developers Through Replit Bounties Services
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Atul found Alec, but finding the right developer can be riddled with trial and error. If you want to connect with a trusted developer and avoid sorting through dozens of applicants, try “Services” listed at the top of the Bounties page: https://
replit.com/bounties -
Replit Bounties: Post Your Software Project Ideas Today
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Ready to bring your idea to life? Head to Bounties and post your project to our community of software creators today. https://
replit.com/bounties?utm_c
ampaign=qna
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