Data Science Dojo

AUGUST 18, 2023

Large language models (LLMs) are AI models that can generate text, translate languages, write different kinds of creative content, and answer your questions in an informative way. In this blog, we will take a deep dive into LLMs, including their building blocks, such as embeddings, transformers, and attention.

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ODSC - Open Data Science

OCTOBER 2, 2023

As large language models continue their assent into multiple fields, they will begin to branch off and become more domain-specific to tackle complex problems that general LLMs aren’t well suited for. The project is still in its early stages, but it has the potential to revolutionize the way that open source LLMs are used.

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Data Science Dojo

AUGUST 22, 2023

LLM Use-Cases: 10 industries revolutionized by large language models Large language models are also instrumental in creating innovative search engines, educational chatbots, and composition tools for music, poetry, narratives, marketing materials, and beyond. Without wasting time, let delve into top 10 LLM use-cases: 1.

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O'Reilly Media

MARCH 26, 2024

TL;DR LLMs and other GenAI models can reproduce significant chunks of training data. In Borges’ fable Pierre Menard, Author of The Quixote , the eponymous Monsieur Menard plans to sit down and write a portion of Cervantes’ Don Quixote. Specific prompts seem to “unlock” training data. Let me explain.

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Towards AI

FEBRUARY 27, 2024

LLMs are one of the pinnacles of human knowledge that has transformative potential comparable to the Internet. Why do knowledge sharing and knowledge flow play a crucial role in our world’s acceleration, and why are LLMs the lapis philosophorum that could bring us to the singularity? How did we come to that?

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Towards AI

SEPTEMBER 1, 2023

Photo by Glib Albovsky on Unsplash If you’re into open-source LLMs, you see Llamas everywhere. So I’ve finally decided to play with Llama 2 by Meta — the most popular open-source Large Language Model (at the time of writing). Upgrade to access all of Medium. At least I do ?

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Towards AI

FEBRUARY 6, 2024

While Google sticks to OpenAI’s closed-source API model release playbook, there were advances in open-source LLMs this week. Hugging Face released Hugging Chat Assistants, its open-source competitor to the GPTStore. Hugging Chat Assistants can be powered by various open-source LLMs, including Mistral’s Mixtral or Meta’s Llama 2.

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IBM Journey to AI blog

APRIL 24, 2024

Large language models (LLMs) may be the biggest technological breakthrough of the decade. LLMs accept and respond to natural-language instructions, which means developers don’t have to write any code to program LLM-powered apps. Hackers do not need to feed prompts directly to LLMs for these attacks to work.

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Data Science Dojo

JANUARY 31, 2024

It integrates retrieval-based and generation-based approaches to provide a robust database for LLMs. A retrieval augmented generation model accesses a large pre-existing pool of knowledge to improve the quality of LLM-generated responses. Content creation It primarily deals with writing articles and blogs.

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ODSC - Open Data Science

SEPTEMBER 20, 2023

Experiment with Open-Ended Prompts While specificity is crucial, don’t shy away from open-ended prompts when creativity is required. For creative writing tasks or brainstorming, use prompts that encourage the AI to explore freely. This method guides the AI by example, leading to more accurate results.

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Hacker News

NOVEMBER 15, 2023

Like a good judge, large language models ( LLMs ) can respond to a wide variety of human queries. We always planned to have a nicer sounding name, but when it came time to write the paper, no one had a better idea,” said Lewis, who now leads a RAG team at AI startup Cohere. In other words, it fills a gap in how LLMs work.

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Towards AI

DECEMBER 29, 2023

GPT4All is an open-source software ecosystem created by Nomic AI that allows anyone to train and deploy large language models (LLMs) on everyday hardware. In the last few days, Google presented Gemini Nano that goes in this direction. Another initiative is GPT4All. In this post, I use GPT4ALL via Python.

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Towards AI

FEBRUARY 22, 2024

Photo by Alina Grubnyak on Unsplash In this article, I will share my findings in benchmarking and finetuning open-source language models for ReAct (Reasoning + Acting). I demonstrate that finetuning can dramatically improve the accuracy of LLMs in answering multi-hop questions using ReAct. Language Models Reasoning? What is ReAct?

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ODSC - Open Data Science

JULY 3, 2023

We’re hearing a lot about large language models, or LLMs recently in the news. If you don’t know, LLMs are a type of artificial intelligence that is trained on massive amounts of text data. Pythia Pythia is a suite of 16 LLMs trained on the same public data that can be used to study the development and evolution of LLMs.

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Towards AI

MAY 7, 2024

What happened this week in AI by Louie This week, we were again watching developments in AI-powered robots and LLMs. A collaboration between Nvidia and UPenn released DrEureka, a new open-source model that uses an LLM agent to write code for training robots in simulation and then write further code to transfer to real-world deployment.

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Mlearning.ai

DECEMBER 4, 2023

A retriever can search for the most relevant documents and provide the information to the LLM. Check out this blog for an example — Conversing with Documents: Unleashing the Power of LLMs and LangChain Conversational agents LLMs can be customised to product/service manuals, domain knowledge, guidelines, etc.

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Flipboard

OCTOBER 13, 2023

Which tasks will be augmented by large language models (LLMs), and which ones will be completely upended by them? We recently held our annual Connect/Enterprise event and, for this very reason, artificial intelligence—particularly generative AI and LLMs—was a major topic of conversation both on and off the stage.

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Google Research AI blog

AUGUST 22, 2023

The recent advancements in large language models (LLMs) pre-trained on extensive internet data have shown a promising path towards achieving this goal. Indeed, researchers have explored diverse ways of leveraging LLMs for robotics, from step-by-step planning and goal-oriented dialogue to robot-code-writing agents.

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Flipboard

SEPTEMBER 26, 2023

By harnessing this technology, architects and designers are opening up more time to focus on ideation and innovation. By harnessing this technology, architects and designers are opening up more time to focus on ideation and innovation. Then, that information is directly referenced by these LLMs.

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Heartbeat

JANUARY 9, 2024

The way we create and manage AI-powered products is evolving because of LLMs. The discipline known as "LLMOps," which stands for "Large Language Model Operations," focuses on managing the operational aspects of large language models (LLMs). What is LLMOps? As a result, we observe an increase in the use of "LLMOps."

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ODSC - Open Data Science

JANUARY 31, 2024

LLMs are all the rage right now , and very quickly both tech-wise and non-tech-wise leaders are coming around to their value and how these amazing models could benefit their companies. But, now that you have the makings of an LLM or even a model, how will your team turn your model into an AI beast that can enhance your company’s productivity?

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ODSC - Open Data Science

FEBRUARY 15, 2024

EVENT — ODSC East 2024 In-Person and Virtual Conference April 23rd to 25th, 2024 Join us for a deep dive into the latest data science and AI trends, tools, and techniques, from LLMs to data analytics and from machine learning to responsible AI. million human-written instructions for self-driving cars.

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Mlearning.ai

JANUARY 15, 2024

The constant evolution of artificial intelligence has opened up exciting new perspectives in the field of natural language processing (NLP). At the heart of this technological revolution are Large Language Models (LLMs), deep learning models capable of understanding and generating text remarkably smoothly and accurately.

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AWS Machine Learning Blog

DECEMBER 12, 2023

Large language models Generative AI chatbots such as ChatGPT are powered by large language models (LLMs), which are based on a deep learning neural network that can be trained on large quantities of unlabeled text. On the SageMaker console, choose Studio in the navigation pane, then choose Open Studio.

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Google Research AI blog

FEBRUARY 14, 2023

Bringing the capabilities of LLMs to robotics An incredible feature of large language models (LLMs) is their ability to encode descriptions and context into a format that’s understandable by both people and machines. When applied to robotics, LLMs let people task robots more easily — just by asking — with natural language.

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Data Science 101

SEPTEMBER 6, 2023

OK, let’s talk about Large Language Models (LLMs). For those who don’t know, what are LLMs? And what do you see as the best usage of LLMs over the next 1-3 years? Outside of research, I think we’ll see LLMs as a form of interface for computers. Aside from that, the best way to learn is to do!

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NYU Center for Data Science

SEPTEMBER 28, 2023

It’s a pivotal time in Natural Language Processing (NLP) research, marked by the emergence of large language models (LLMs) that are reshaping what it means to work with human language technologies. What does it mean to work in NLP in the age of LLMs? A Vision for ML² In the beginning, ML² was simply the hub for NLP research at NYU.

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ODSC - Open Data Science

DECEMBER 8, 2023

Following closely behind, Meta AI’s LLaMa , a foundational LLM with a range of parameter sizes (7B, 13B, 33B, and 65B). LLaMa’s versatility and open-source nature made it a valuable tool for researchers and developers alike. Major tech companies and startups see the writing on the wall, the future will be shaped by generative AI.

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AWS Machine Learning Blog

APRIL 18, 2024

Solution overview The LMA sample solution captures speaker audio and metadata from your browser-based meeting app (as of this writing, Zoom and Chime are supported), or audio only from any other browser-based meeting app, softphone, or audio source. Everything you need is provided as open source in our GitHub repo.

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Towards AI

AUGUST 18, 2023

Screenshot | Taken By The Author | All rights reserved In October 2022, when I began experimenting with Large Language Models (LLMs), my initial inclination was to explore text completions, classifications, NER, and other NLP-related areas. You are helping a user to write a sql query. I am here to help you write a SQL query.

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Towards AI

NOVEMBER 12, 2023

AI in Motion 24-hour hardware hack recap in San Francisco If 2023 was the year of LLMs (large language models), then 2024 will be the year of LMMs (large multimodal models). This opens up a whole new set of possibilities for hardware. Yes, there were more than LLMs used in the making of these demos. on Sunday.

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ODSC - Open Data Science

FEBRUARY 22, 2024

The Limits of Retrieval Augmentation, 8 AI Research Labs Worth Exploring, and Supercharging LLMs with LangChain Is RAG All You Need? New Podcast Episode: Guiding the Narrative: Shaping the Accuracy of LLM-Generated Content with Outlines In this episode of ODSC’s Ai X Podcast, you’ll explore guided outputs for Large Language Models.

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ODSC - Open Data Science

JANUARY 25, 2024

The Top LLM Frameworks, the OpenAI GPT Store, How to Evaluate a New LLM, and 60% Off ODSC East Passes 7 Large Language Model Frameworks to Improve Productivity There’s a vast ecosystem of LLMs out there now, so here are a few standout LLM frameworks to help you make the most out of your data.

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Mlearning.ai

JUNE 23, 2023

Photo by Shubham Dhage on Unsplash Contents: Introduction LLMs 101 Problem New Database?! Language Models (LLMs) have revolutionized the field of natural language processing, bringing unprecedented advancements in understanding and generating human-like text. LLMs — 101 What is LLM? Here are some common applications: 1.

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Towards AI

DECEMBER 10, 2023

A programmer Tanuki — created with DALL·E 3 TLDR: This workflow responds to customer feedback messages and parses them into prioritized support tickets using GPT4 + Tanuki (open-source). In addition, LLMs in zero-shot fashion are known to be misaligned (language models may understand the task differently) and produce hallucinations.

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ODSC - Open Data Science

JANUARY 29, 2024

They design intricate sequences of prompts, leveraging their knowledge of AI, machine learning, and data science to guide powerful LLMs (Large Language Models) towards complex tasks. This skill focuses on minimizing the resources and time required for an LLM to generate output based on your prompts.

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Hacker News

AUGUST 3, 2023

The rise of Large Language Models (LLMs) is revolutionizing how we interact with technology. Today, ChatGPT and other LLMs can perform cognitive tasks involving natural language that were unimaginable a few years ago. Much of current AI research aims to design LLMs that seek helpful, truthful, and harmless behavior.

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