Introducing DPOP – A Brand New Way to Fine-Tune LLMs We are announcing Smaug-Mixtral – the best mixtral-based fine-tune, which is now available as an open-source model. We will also be publishing a research paper on this topic to be released very soon! Smaug: Fixing Failure
@abacusai
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AI Handles Complex LLM Production Systems Automatically
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LLM apps in production are very complex systems with multiple components. Building it is very complicated; you need to worry about pipelines, monitoring, automation, doc retrievers, planning, and multiple LLM calls. But you can let the AI do the hard work for you. Abacus AI
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Smaug from Abacus AI Now Available in Nvidia Playground
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Smaug from Abacus Ai is now available in the Nvidia Playground!
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RAG Benchmarking Challenges and LLM Context Understanding Issues
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Here is a great diagram that showcases the challenges with RAG benchmarking and LLM context understanding. RAG systems are complex because of these following 4 issues. Even stuffing the context of LLM does not really alleviate the issue and usually confuses the LLM. The
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AI Agents Creating Dynamic Dashboards with SQL and Real-Time Visualization
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Our most common AI agent built is an on-the-fly dashboard. Basically, you ask an AI agent to create a dashboard, and the LLM will generate SQL, run the query, and create a plot or on-the-fly real-time dash that you can play with. This provides insights, plots, and information
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Survey Paper Overview: Understanding LLM Architecture and Design
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If you want a resource for learning more about LLMs this survey paper provides a very nice overview. There’s several useful diagrams, including the one below which shows a breakdown of how LLMs are built.
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Free Webinar: Chat LLM and AI Agents with Abacus AI CEO
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Our free Chat LLM and AI Agents webinar is tomorrow. Come listen to our CEO, Bindu Reddy, provide a brief discussion about the AI and LLM landscape. Then, tune in as we provide a demonstration of how our state-of-the-art ML/LLM Ops platform can build LLM apps and AI agents
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TheProfessor V1: Abacus Introduces LLM Merging Technology
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Introducing TheProfessor (V1) From Abacus, an LLM cocktail! We’ve recently talked about a fascinating property of LLMs, merging, where you can combine different layers from LLMs without needing pre-training. The merged LLM will then show combined properties of the different
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AI Chatbots with Current Information: Beyond Search Engines
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AI Chatbots with updated current information that can answer questions, provide opinions on current events, and help with problem-solving are very useful. Google Search is still irreplaceable even with ChatGPT/Perplexity/Bard but imagine an application that is both a chatbot and
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Chat LLMs and AI Agents Webinar Next Week
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If you missed out on our previous Chat LLMs & AI Agents Webinar you can tune in next week! Learn how you can build an AI brain for your organization using our ML and LLM Ops Platform! We will cover the following topics:
•Chat LLMs – customize a ChatGPT like interface and