deep-learning

Deep Learning Tuning Playbook

Deep Learning Tuning Playbook

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This document is for engineers and researchers (both individuals and teams) interested in maximizing the performance of deep learning models. We assume basic knowledge of machine learning and deep learning concepts. Link
Full Stack Deep learning 2022

Full Stack Deep learning 2022

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In this video, we cover the purpose and structure of the Full Stack Deep Learning 2022 course and talk about when ML is the right tool to solve your problems. Link LangChain
Generative Question-Answering with Long-Term Memory

Generative Question-Answering with Long-Term Memory

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Generative AI sparked several “wow” moments in 2022. From generative art tools like OpenAI’s DALL-E 2, Midjourney, and Stable Diffusion, to the next generation of Large Language Models like OpenAI’s GPT-3.5 generation models, BLOOM, and chatbots like LaMDA and ChatGPT. Link
Question Answering using Embeddings (OpenAI)

Question Answering using Embeddings (OpenAI)

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Many use cases require GPT-3 to respond to user questions with insightful answers. For example, a customer support chatbot may need to provide answers to common questions. The GPT models have picked up a lot of general knowledge in training, but we often need to ingest and use a large library of more specific information. Link Examples
quickchat.ai

quickchat.ai

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Quickchat is a human-like AI assistant that provides accurate and instant answers to customer questions. Link