Introducing Scikit-LLM: Scikit-Learn Meets Large Language Models! You can seamlessly integrate powerful language models like ChatGPT into scikit-learn for enhanced text analysis tasks. Here's what you can do with Scikit-LLM: 1. Zero-Shot Text Classification
2. Few-Shot Text
LLMS
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Scikit-LLM: Integrating Large Language Models with Scikit-Learn
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Abacus AI Enterprise MLOps and LLMOps Platform Solutions
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#Statistics & #MachineLearning #infographics from @AbacusAI Learn about their incredibly COMPLETE Enterprise #MLOps & #LLMOps Platforms and Solutions at http://
abacus.ai
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#BigData #DataScience #AI #DeepLearning #DataScientists #LLMs #NeuralNetworks #NLProc #AIStrategy -
LLM Hallucinations: Chaos or Creative Genius?
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LLMs "hallucinate" from nowhere… is it pure chaos… or untapped genius? Often my best ideas are similar to conventional wisdom, but tweaked a few degrees they become so much more powerful.
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GenerativeAI DataLLM: AI-Powered Data Insights and Query Generation
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The #GenerativeAI DataLLM from @abacusai uses #LLMs to generate insights from all your data sources! You pose questions about your data to the #chatbot — the #AI agent then generates code, runs queries, understands results, & presents answers. See
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Understanding Prompts as Cognitive Seeds: Hacking AI Processes
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Prompts are written as commands, but that's not what they are. They're seeds of process. One that resembles human cognition, but it's not. What happens when you start to understand how these two things are alike and how they're different? You can hack that process.
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LLMs Don’t Have Political Opinions, Research Shows
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Asking AIs for their political opinions is a hot topic, but this paper shows it can be misleading. LLMs don’t have them: “We found that models will express diametrically opposing views depending on minimal changes in prompt phrasing or situative context” https://
arxiv.org/html/2402.1678
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Self-Corrective LLM Coding Assistant Build Tutorial
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Building a self-corrective coding assistant from scratch @RLanceMartin walks through building an LLM powered system that writes code, checks the code programmatically, and then self-corrects if there's an error A complex topic, but a great video!
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LoRAX Open Source Framework Reaches 1000 Stars
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LoRAX, our #opensource framework for cost efficiently serving many #finetuned LLMs on as single GPU, recently joined the 1k club! Check out #LoRA Land to see it in action: https://
pbase.ai/3SXxeAL Download #LoRAX and give it a star if you like it: https://
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LLMs Replace Wikipedia and Google Search as Information Sources
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LLMs are the de facto successor to Wikipedia and Google search. Most people will find that reading a taylored answer to be much more convenient than looking up individual websites, working through their content and checking veracity, and trust that the Google LLM is correct.
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LLM Hallucinations and Misinformation: Educational Concerns
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Lets say the model lacked some nuance. I found the crude image gen amusing, but am concerned that the llm is not just hallucinating but lying about social, historical and political topics, and invents sources to support false claims. Our kids will do their homework with it.