Chaos Engineering The behavior of LLMs can be unpredictable and chaotic ChatChaos is a fake LLM by @andrewnguonly specifically designed to return invalid JSON, hallucinate, and have long response times Can be used to stress test your system! Blog:
CODE
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Understanding Log Probabilities Parameter in Language Models
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Hey Amy, following up on this, the top logprobs number is just setting how many log probs you want returned, not the range. The range can be any negative number to 0 but that is different than the top logprobs parameter.
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Fastest BS=1 Inference with PyTorch Speculative Decoding
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I think this breezes past as the fastest bs=1 inference I know.
With plain and simple PyTorch code.
Speculative Decoding isn't even applied, and will be purely additive… -
FastUI-Chat: Python Frontend Framework for LangChain Applications
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FastUI-Chat Want to get an easy frontend for your LangChain app? All written in Python? @Shroominic made an awesome example hooking up LangChain to FastUI (a new framework from the @pydantic team) Check it out here: https://
github.com/shroominic/fas
tui-chat/tree/main
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Multiscale Hamiltonian Monte Carlo with Delayed Rejection
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Bob Carpenter: Multiscale Generalized Hamiltonian Monte Carlo with Delayed Rejection https://
bit.ly/3uNE57o #AI #MachineLearning #DeepLearning #LLMs #DataScience -
CPU Toolkit for Video Conversion Tasks Released on Replicate
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I've pushed a handy toolkit cpu model to Replicate: https://
replicate.com/fofr/toolkit – convert any video/gif to an mp4
– convert video to a gif
– extract audio from a video
– convert frames to a video or gif
– extract video or gif frames Any other common tasks folks want? -
Cohere RAG Chatbot with Quickstart Connectors Guide
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Cohere Chat with RAG comes with quickstart connectors – around 100 pre-built connector implementations, including Slack, Elastic, GitHub, Google Drive, and more. In this LLM University chapter, learn about RAG with quickstart connectors. https://
txt.cohere.com/rag-chatbot-qu
ickstart/
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Comprehensive Guide to Contour Detection Using OpenCV
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🎥New Video Alert🎥https://t.co/XpN3Lu7mBp
— Satya Mallick (@LearnOpenCV) 18 décembre 2023
Check out our comprehensive guide as we delve into Contour Detection using OpenCV, walk you through the basics, and explore some of its applications.#AI #contourdetection #computervision #deeplearning #opencv #learnopencv pic.twitter.com/mOrM3HR9MWNew Alert https://
youtube.com/watch?v=FKIn_U
IsXy4
… Check out our comprehensive guide as we delve into Contour Detection using OpenCV, walk you through the basics, and explore some of its applications. #AI #contourdetection #computervision #deeplearning #opencv #learnopencv -
Faster Diffusion: Optimized GitHub Repository for AI Models
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Github Link: https://
github.com/hutaiHang/Fast
er-Diffusion
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PyTorch Genesis: How Code Sharing Accelerates AI Progress
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The whole genesis, history, and inspirations for PyTorch, in which @soumithchintala demonstrates that the free exchange of ideas and code makes software progress faster. Unlike with technical papers, there is no default citation mechanism for code. But citing sources of