Question/Answering systems are a cornerstone use case for #LLMs. Check out this short tutorial from Ludwig hackathon winner, Yogesh Haribhau Kulkarni, to hear how he fine-tuned #Llama2 on FAQ data for Indian tax law to create a #chatbot. https://
pbase.ai/4adtmSW
TOOLS
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Fine-tuning Llama2 for FAQ-based Chatbot on Indian Tax Law
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Enterprise Machine Learning Systems: 30 MLOps Requirements and Solutions
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Building & Deploying Enterprise #MachineLearning Systems is hard. Here are 30 requirements for an #MLOps environment. @AbacusAI handles all that for you. You bring the data and the use case. Abacus delivers the #ML environment: https://
abacus.ai/mlops #DataScience #AI #ML -
Test Prompts LangSmith Playground Generalization
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🛝 Execute a Test Run in the LangSmith Prompt Playground🛝
— LangChain (@LangChain) 13 mars 2024
With this new LangSmith feature, you can test your prompt over a series of inputs to see how well it generalizes across different contexts or scenarios.
Furthermore, you can compare the outputs of your runs to… pic.twitter.com/5rEczY0Z7UExecute a Test Run in the LangSmith Prompt Playground With this new LangSmith feature, you can test your prompt over a series of inputs to see how well it generalizes across different contexts or scenarios. Furthermore, you can compare the outputs of your runs to
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Monica Lam: Conversational AI and Privacy Protection Research
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CS prof. @MonicaSLam researches conversational virtual assistants with an emphasis on privacy protection. She's also an expert in compilers for high-performance machines. Her team created the first widely adopted research compiler, SUIF. 7/n https://
suif.stanford.edu/~lam/ -
Loading Multiple Models Simultaneously with Llama CPP
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Has anyone tried loading two models into memory w/ llama cpp? Like an 8bit Mistral 7B and a 4bit Mixtral simultaneously.
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Untether AI: Peak Performance and Sustainable AI Solutions
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Untether AI offers solutions designed for peak performance and sustainability. Discover how at http://
untether.ai/products and start saving time and energy today. #runAI #speedAI #tsunAImi #imAIgine -
Unified Platform for Generative AI Governance and Production
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Quickly build, securely operate, and confidently govern your entire AI landscape in a unified platform, accelerating generative AI solutions from prototype to production and driving real-world value with confidence.
— DataRobot (@DataRobot) 13 mars 2024
Learn more: https://t.co/a1wJhWRHym pic.twitter.com/XfKmpWWGPQQuickly build, securely operate, and confidently govern your entire AI landscape in a unified platform, accelerating generative AI solutions from prototype to production and driving real-world value with confidence. Learn more: https://
bit.ly/3IrsG0I -
Superior Code Generation Tool Outperforms GPT-4
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Best code writer I’ve used. Outperforms GPT-4 on code for sure.
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Knowledge Graphs for RAG: Advanced Data Retrieval Course
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Our new short course, Knowledge Graphs for RAG, is now available! Knowledge graphs are a data structure that is great at capturing complex relationships between data of multiple types. By enabling more sophisticated retrieval of text than similarity search alone, knowledge graphs… pic.twitter.com/vdJDrldsLE
— Andrew Ng (@AndrewYNg) 13 mars 2024Our new short course, Knowledge Graphs for RAG, is now available! Knowledge graphs are a data structure that is great at capturing complex relationships between data of multiple types. By enabling more sophisticated retrieval of text than similarity search alone, knowledge graphs
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Understanding LLMs: Powering Modern AI Chatbots
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What is an LLM? How can they help you? This week #AIDecoded looks at demystifying LLMs, the brainpower behind chatbots like Chat with RTX, and how to put them to use https://
nvda.ws/3PjAIw6