Storm: LLM system that researches a topic and generates full-length wiki article
Hacker News
APRIL 11, 2024
An LLM-powered knolwedge curation system that researches a topic and generates a full-length report with citations. stanford-oval/storm
topics llm 
How to build and deploy custom LLM applications for your business
Data Science Dojo
JULY 27, 2023
A custom large language model (LLM) application is a software application that is built using a custom LLM. Custom LLMs are trained on a specific dataset of text and code, which allows them to be more accurate and relevant to the specific needs of the application.
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The LLM context window paradox: Is bigger always better?
Data Science Dojo
APRIL 22, 2024
Since enterprises are utilizing LLMs to handle information effectively, they must understand the structure behind these powerful tools and the challenges associated with them. One such component worthy of attention is the llm context window. What are LLM context windows? Why do context windows matter in LLMs?
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How to Optimize the Developer Experience for Monumental Impact
Generative AI Deep Dive: Advancing from Proof of Concept to Production
Understanding User Needs and Satisfying Them
Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know
Leading the Development of Profitable and Sustainable Products
Unleashing ChatGPT AI-1: Constructing an Advanced LLM-Based System
Analytics Vidhya
NOVEMBER 20, 2023
Introduction This article concerns building a system based upon LLM (Large language model) with the ChatGPT AI-1. Considering the enormity of the topic, […] The post Unleashing ChatGPT AI-1: Constructing an Advanced LLM-Based System appeared first on Analytics Vidhya.
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Top 5 large language models and generative AI bootcamps
Data Science Dojo
OCTOBER 27, 2023
Data Science Dojo Large Language Models Bootcamp The Data Science Dojo Large Language Models Bootcamp is a 5-day in-person bootcamp that teaches you everything you need to know about large language models (LLMs) and their real-world applications. Cost: The Data Science Dojo LLM Bootcamp costs $3,999.
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Few Shot NLP Intent Classification
Towards AI
MAY 13, 2024
OpenAI’s ChatGPT changed that with its incredible reasoning abilities, which allowed a Large Language Model (LLM) to decide how to answer users’ questions on various topics without explicitly programming a flow for handling each topic. Join thousands of data leaders on the AI newsletter.
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The 40-hour LLM application roadmap: Learn to build your own LLM applications from scratch
Data Science Dojo
AUGUST 9, 2023
But in order to realize this potential, we need more people who know how to build and deploy LLM applications. In this blog, we’re going to discuss the importance of learning to build your own LLM application, and we’re going to provide a roadmap for becoming a large language model developer.
How to tune LLM Parameters for optimal performance
Data Science Dojo
SEPTEMBER 11, 2023
Shape your model performance using LLM parameters. A brief introduction to Large Language Model parameters Large language model parameters refer to the configuration settings and components that define the behavior of a large language model (LLM), which is a type of artificial intelligence model used for natural language processing tasks.
Top 7 large language models evaluations methods
Data Science Dojo
JANUARY 2, 2024
Accuracy, safety, and fairness : Beyond mere performance, assessing an LLM involves evaluating its accuracy in understanding and generating language, safety in avoiding harmful outputs, and fairness in treating all groups equitably. A lower perplexity indicates better performance, as the model is less ‘perplexed’ by the data.
Sentiment analysis in 2023: Empowering marketing with large language models (LLMs)
Data Science Dojo
SEPTEMBER 12, 2023
Identify Key Topics: Discover what aspects of your products, services, or campaigns are driving sentiment. Generate ad copy Use an LLM to generate ad copy that is more likely to resonate with customers by understanding their intent and what they are looking for.
When will GPT 5 be released, and what should you expect from it?
Dataconomy
APRIL 3, 2023
Powered by a large language model (LLM) called GPT-4, as you already know, ChatGPT can talk with users on various topics, generate creative content, and even analyze images! OpenAI’s ChatGPT is one of the most popular and advanced chatbots available today. But what if ChatGPT could do even more?
Topic Modeling on Customer Reviews using BERTopic and Llama2
Towards AI
APRIL 30, 2024
Topic Modeling on Customer Reviews using BERTopic and Llama2 A Quick Guide to Creating Interpretable Topics from Customer Reviews with BERTopic and Llama2 using Ollama. Topic modeling is a technique that facilitates the discovery of main themes and topics within a vast collection of text documents.
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Efficient LLM inference solution on Intel GPU
Hacker News
JANUARY 20, 2024
Transformer based Large Language Models (LLMs) have been widely used in many fields, and the efficiency of LLM inference becomes hot topic in real applications. In this paper, we propose an efficient LLM inference solution with low latency and high throughput.
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Llamaindex Query Pipelines: Quickstart Guide to the Declarative Query API
Towards AI
FEBRUARY 7, 2024
Other frameworks have built similar approaches, an easier way to build LLM workflows over your data like RAG systems, query unstructured data or structured data extraction. Sequential Chain Simple Chain: Prompt Query + LLM The simplest approach, define a sequential chain. It’s based on the QueryPipeline abstraction.
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Cracking the large language models code: Exploring top 20 technical terms in the LLM vicinity
Data Science Dojo
AUGUST 18, 2023
Read more –> 40-hour LLM application roadmap LLMs are typically built using a transformer architecture. 20 essential terms for crafting LLM-powered applications 1. The building blocks of an LLM are embeddings, transformers, attention, and loss functions. The LLM is trained to minimize the loss function.
YouTube channels to get started with large language models ?Â
Data Science Dojo
NOVEMBER 3, 2023
This blog lists several YouTube channels that can help you get started with llms, generative AI, prompt engineering, and more.   Want to delve deeper into large language models? Want to fine-tune your LLM application? The release of open-source LLM models, which has made LLMs more accessible to researchers and developers.
Top 8 AI Conferences in North America in 2023 and 2024Â
Data Science Dojo
NOVEMBER 15, 2023
The event will cover a wide range of topics, including the latest technologies, strategies, and processes about data platforms, governance, and contracts, generative AI, and more. The AI Expo features a variety of talks, workshops, and demos on a wide range of AI topics. No prior LLM knowledge is required.
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Do we really need a specialized vector database?
Hacker News
AUGUST 11, 2023
With the popularity of Large Language Model, vector databases have also become a hot topic. With just a few lines of simple Python code, a vector database can act as a cheap but highly effective "external brain" for your LLM. But do we really need a specialized vector database?
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Top Important LLM Papers for the Week from 06/05 to 12/05
Towards AI
MAY 15, 2024
This article summarizes some of the most important LLM papers published during the Second Week of May 2024. The papers cover various topics shaping the next generation of language models, from model optimization and scaling to reasoning, benchmarking, and enhancing performance.
Top Important LLM Papers for the Week from 29/04 to 05/05
Towards AI
MAY 9, 2024
This article summarizes some of the most important LLM papers published during the Fourth Week of April 2024. The papers cover various topics shaping the next generation of language models, from model optimization and scaling to reasoning, benchmarking, and enhancing performance.
Top 9 YouTube channels to learn large language models ?Â
Data Science Dojo
NOVEMBER 3, 2023
Want to fine-tune your LLM application? Link to channel     Yannic Kilcher Talks to short tutorials, this channel offers a number of resources to learn about large language models, llama 2, ReST for language modeling, retentive networks, and more that can assist you in building your LLM knowledge base.
Top Important LLM Papers for the Week from 13/11 to 19/11
Towards AI
NOVEMBER 22, 2023
This article summarizes some of the most important LLM papers published during the third week of November. The papers cover various topics shaping the next generation of language models, from model optimization and scaling to reasoning, benchmarking, and enhancing performance. Join thousands of data leaders on the AI newsletter.
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Top Important LLM Papers for the Week from 25/03 to 31/03
Towards AI
APRIL 7, 2024
This article summarizes some of the most important LLM papers published during the Fifth Week of March 2024. The papers cover various topics shaping the next generation of language models, from model optimization and scaling to reasoning, benchmarking, and enhancing performance.
Top Important LLM Papers for the Week from 06/11 to 12/11
Towards AI
NOVEMBER 15, 2023
This article summarizes some of the most important LLM papers published during the Second week of November. The papers cover various topics shaping the next generation of language models, from model optimization and scaling to reasoning, benchmarking, and enhancing performance. Join thousands of data leaders on the AI newsletter.
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Top Important LLM Papers for the Week from 15/04 to 21/04
Towards AI
APRIL 24, 2024
This article summarizes some of the most important LLM papers published during the Third Week of April 2024. The papers cover various topics shaping the next generation of language models, from model optimization and scaling to reasoning, benchmarking, and enhancing performance.
Top 9 YouTube channels to learn large language models ?Â
Data Science Dojo
NOVEMBER 3, 2023
Want to fine-tune your LLM application? Link to channel     Yannic Kilcher Talks to short tutorials, this channel offers a number of resources to learn about large language models, llama 2, ReST for language modeling, retentive networks, and more that can assist you in building your LLM knowledge base.
Top Important LLM Papers for the Week from 30/10 to 5/11
Towards AI
NOVEMBER 8, 2023
This article summarizes some of the most important LLM papers published during the First week of November. The papers cover various topics shaping the next generation of language models, from model optimization and scaling to reasoning, benchmarking, and enhancing performance. Join thousands of data leaders on the AI newsletter.
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Top Important LLM Papers for the Week from 11/03 to 17/03
Towards AI
MARCH 24, 2024
This article summarizes some of the most important LLM papers published during the Third Week of March 2024. The papers cover various topics shaping the next generation of language models, from model optimization and scaling to reasoning, benchmarking, and enhancing performance.
Top Important LLM Papers for the Week from 01/04 to 07/04
Towards AI
APRIL 12, 2024
This article summarizes some of the most important LLM papers published during the First Week of April 2024. The papers cover various topics shaping the next generation of language models, from model optimization and scaling to reasoning, benchmarking, and enhancing performance.
Top Important LLM Papers for the Week from 26/02 to 03/03
Towards AI
MARCH 6, 2024
This article summarizes some of the most important LLM papers published during the First Week of March 2024. The papers cover various topics shaping the next generation of language models, from model optimization and scaling to reasoning, benchmarking, and enhancing performance.
LLM Use-Cases: Top 10 industries that can benefit from using large language models
Data Science Dojo
AUGUST 22, 2023
Unlocking the Power of LLM Use-Cases: AI applications now excel at summarizing articles, weaving narratives, and sparking conversations, all thanks to advanced large language models. LLM Use-Cases Applications of large language models Language serves as a conduit for various forms of communication.
Retrieval-Augmented Generation, aka RAG — How does it work?
Towards AI
MARCH 27, 2024
If you prefer to watch a video on RAG instead of reading, here is my YouTube video covering the topic of this article. You want an LLM to answer questions based on the numerous documents you provided, not based on what the general-purpose LLM was instructed on. There are two ways you can target this problem.
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Top Important LLM Papers for the Week from 23/10 to 29/10
Towards AI
NOVEMBER 2, 2023
This article summarizes some of the most important LLM papers published during the Fourth week of October. The papers cover various topics shaping the next generation of language models, from model optimization and scaling to reasoning, benchmarking, and enhancing performance.
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Top Important LLM Papers for the Week from 19/02 to 25/02
Towards AI
FEBRUARY 28, 2024
This article summarizes some of the most important LLM papers published during the Fourth Week of February 2024. The papers cover various topics shaping the next generation of language models, from model optimization and scaling to reasoning, benchmarking, and enhancing performance.
Top Important LLM Papers for the Week from 18/03 to 24/03
Towards AI
MARCH 28, 2024
This article summarizes some of the most important LLM papers published during the Fourth Week of March 2024. The papers cover various topics shaping the next generation of language models, from model optimization and scaling to reasoning, benchmarking, and enhancing performance.
Top Important LLM Papers for the Week from 16/10 to 22/10
Towards AI
OCTOBER 28, 2023
This article summarizes some of the most important LLM papers published during the third week of October. The papers cover various topics shaping the next generation of language models, from model optimization and scaling to reasoning, benchmarking, and enhancing performance. Join thousands of data leaders on the AI newsletter.
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Top Important LLM Papers for the Week from 15/01 to 21/01
Towards AI
JANUARY 23, 2024
This article summarizes some of the most important LLM papers published during the Third Week of January 2024. The papers cover various topics shaping the next generation of language models, from model optimization and scaling to reasoning, benchmarking, and enhancing performance.
How LLMs (Large Language Models) technology is making chatbots smarter in 2023?
Data Science Dojo
JUNE 26, 2023
In time, you will become familiar with a wide range of topics, and you will be able to answer questions about them and discuss them in meaningful and logical ways. Artificial intelligence systems that are capable of understanding and generating human language are known as large Language Models (LLMs).
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Top Important LLM Papers for the Week from 11/12 to 17/12
Towards AI
DECEMBER 20, 2023
This article summarizes some of the most important LLM papers published during the third week of December. The papers cover various topics shaping the next generation of language models, from model optimization and scaling to reasoning, benchmarking, and enhancing performance.
Top Important LLM Papers for the Week from 2/10 to 8/10
Towards AI
OCTOBER 12, 2023
This article summarizes some of the most important LLM papers published during the first week of October. The papers cover a range of topics that are shaping the next generation of language models, from model optimization and scaling to reasoning, benchmarking, and enhancing performance.
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RAG and finetuning: A comprehensive guide to understanding the two approaches
Data Science Dojo
MARCH 18, 2024
Understanding the RAG LLM duo What is RAG? Explore the power of the RAG LLM duo for enhanced performance Exploring the RAG pipeline To understand RAG further, consider when you interact with an AI model by asking a question like “What’s the latest breakthrough in renewable energy? But what exactly is a vector database?
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Top Important LLM Papers for the Week from 12/02 to 18/02
Towards AI
FEBRUARY 21, 2024
This article summarizes some of the most important LLM papers published during the Third Week of February 2024. The papers cover various topics shaping the next generation of language models, from model optimization and scaling to reasoning, benchmarking, and enhancing performance.
How To Use AI To Improve the Literature Review Process
Towards AI
JANUARY 24, 2024
As researchers and medical practitioners, when we need to get updated information on a specific topic, the process is usually the same (either with PubMed or other scientific repositories): Check for systematic reviews and meta-analyses. If reviews are not available: Check for recent articles on the topic. Check for cross-references.
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Top Important LLM Papers for the Week from 9/10 to 15/10
Towards AI
OCTOBER 18, 2023
This article summarizes some of the most important LLM papers published during the second week of October. The papers cover various topics shaping the next generation of language models, from model optimization and scaling to reasoning, benchmarking, and enhancing performance. Join thousands of data leaders on the AI newsletter.
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