I liked the `??` way of doing things, so I made an alias: echo "alias ??='gh copilot suggest -t shell'" >> ~/.bashrc So I can now write this and get to the answer in one hop: `?? disk space`
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Segment Anything 8x Faster with PyTorch Advanced Features
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make "Segment Anything" 8x faster by just using PyTorch's more advanced features. No C++, no custom extensions. great post (and work) by @cpuhrsch and the team!
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Self-Attention Mechanism in Large Language Models Explained
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Understanding and Coding the Self-Attention Mechanism of Large Language Models From Scratch https://
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RAG Training Flaw: Models Fail to Ignore Irrelevant Context
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I think they made to common mistake during RAG-training of pretty much *always* having relevant context available, so the model never learns to ignore it.
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Hugging Face Launches Deep Reinforcement Learning Course
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Welcome to the Deep Reinforcement Learning Course – Hugging Face Deep RL Course https://
bit.ly/3PMaByU #AI #MachineLearning #DeepLearning #LLMs #DataScience -
LeanDojo Open-Source LLM for Certified Mathematical Theorem Proving
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We have precisely done that. Our Leandojo is the first open-source LLM for theorem proving: so 100% accurate and certified proofs of math theorems. We will soon be launching the co-pilot as well at Neurips. Stay tuned. https://
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Chain-of-Note Prompting Technique for RAG Applications
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Chain-of-Note Template Chain-of-Note is a new prompting technique by @wyu_nd et al for RAG applications that helps improve performance when the retrieved information might be noisy. We implemented a Chain-of-Note app as a LangChain template. Given a question, query Wikipedia
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Function Call Inspection and Dark Mode in AI Platform
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The improvements doesn't just stay within datasets! Inspect function calls and tools right in run details page and playground as well 🌟
— LangChain (@LangChain) 16 novembre 2023
Obligatory dark mode showcase for night owls🦉 https://t.co/HtI8ojfLxE pic.twitter.com/D0U72WRauqThe improvements doesn't just stay within datasets! Inspect function calls and tools right in run details page and playground as well Obligatory dark mode showcase for night owls
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React Knowledge Base Bot Provides Verified Development Answers
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Here is an example of a knowledge base in action: https://
poe.com/AskAboutReact This bot uses the React documentation to provide verifiable answers to questions about React development. (4/5) -
Knowledge Sources Improve Bot Accuracy and Reduce Hallucinations
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This feature can greatly increase the accuracy of bot answers, reduce hallucinations, and provide unique knowledge to a bot’s users. Knowledge sources can be provided by file upload or raw text input. (2/5)