AssemblyAI

SEPTEMBER 26, 2023

Retrieval Augmented Generation (RAG) is a method to augment the relevance and transparency of Large Language Model (LLM) responses. In this approach, the LLM query retrieves relevant documents from a database and passes these into the LLM as additional context. The source code for this tutorial can be found in this repo.

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Data Science Dojo

JULY 25, 2023

But now, LLM for lawyers can do these tasks much more quickly and efficiently. Read more about —-> Beginner’s guide to Large Language Models So, while technology is changing the legal profession, it’s not replacing lawyers. It’s simply making them more efficient and effective.

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Heartbeat

FEBRUARY 29, 2024

Over the years, we’ve witnessed significant milestones in programming languages, each bringing about transformative changes in how we write code and build software systems. We’ll explore how LLMs reshape how we write code, their potential for increasing developer productivity, and what lies beyond LLMs in the ever-evolving programming world.

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Towards AI

MAY 9, 2023

Put them all together, and you get a full-stack LLM app! In this tutorial, we are going to be continuing my pet LLM project, building an LLM that answers questions on Langchain. You can read more about chunking strategies for Large Language models here, and you can also choose any other type of text splitter from Langchain here.

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Towards AI

SEPTEMBER 9, 2023

Read the detailed explanation of their data usage policy here. This solution is a web app that utilizes API calls to large language models (LLM) like the original ChatGPT (or gpt-3.5) As this includes using your data to train future versions of ChatGPT, it comes with the risk of company secrets being divulged as ChatGPT responses.

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Towards AI

NOVEMBER 5, 2023

read()except Exception as e: rv = {"error": f"{e. read()except Exception as e: rv = {"error": f"{e.__class__.__name__}: read() except Exception as e: rv = {"error": f"{e.__class__.__name__}: Give us feedback.

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AWS Machine Learning Blog

NOVEMBER 27, 2023

read HTML). Consider the following machine learning (ML) problem: user asks a large language model (LLM) question: “How to filter and search models in Amazon Bedrock?”. LLM has not seen the documentation during the training or fine-tuning stage, thus wouldn’t be able to answer the question and most probably will hallucinate.

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O'Reilly Media

DECEMBER 12, 2023

If a human writes software to generate prompts that in turn generate an image, is that copyrightable? But reading texts has been part of the human learning process as long as reading has existed; and, while we pay to buy books, we don’t pay to learn from them. This distinction is attractive for several reasons.

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ODSC - Open Data Science

NOVEMBER 8, 2023

LLM Basics First and foremost, you need to understand the basics of generative AI and LLMs, such as key terminology, uses, potential issues, and primary frameworks. Prompt Engineering Another buzzword you’ve likely heard of lately, prompt engineering means designing inputs for LLMs once they’re developed. Plan accordingly!

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AWS Machine Learning Blog

JUNE 8, 2023

As of this writing, companies of all sizes want to use this technology but need help figuring out where to start. If you are looking to get started with generative AI and the use of LLMs in conversational AI, this post is for you. This mechanism allows an LLM to recall previous interactions to keep the conversation’s context and pace.

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Dataconomy

MARCH 16, 2023

LinkedIn AI assistant improves with OpenAI’s latest LLM GPT-4.  The company is adding AI-powered “writing suggestions” and job descriptions to its service to introduce AI into its platform further. Instead of listing your responsibilities, emphasize your most notable accomplishments in each position.

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Towards AI

FEBRUARY 15, 2023

Alphabet Stock Plunge Erases $100 Billion After New AI Chatbot Gives Wrong Answer In Ad Questions were raised about whether Alphabet rushed the release of its new Bard LLM after promotional material contained inaccurate information. Three 5-minute reads/videos to keep you learning 1. Hottest News 1.

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ODSC - Open Data Science

JULY 3, 2023

GPT-4 is one of the better-known LLMs on this list and has already been shown to do incredible feats thanks to creative prompt engineers. The goal of this LLM is to remove the barriers hindering reach and open-source innovation in the field. Dolly Dolly 2.0 Conclusion Pretty neat right?

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Dataconomy

MARCH 16, 2023

LinkedIn AI assistant improves with OpenAI’s latest LLM GPT-4.  The company is adding AI-powered “writing suggestions” and job descriptions to its service to introduce AI into its platform further. Instead of listing your responsibilities, emphasize your most notable accomplishments in each position.

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AWS Machine Learning Blog

APRIL 18, 2024

And after the call is over, you usually want to capture a summary for your records, or to send to the participants, with a list of all the action items, owners, and due dates. LMA also provides options for identifying the current meeting topic, and for generating a list of action items with owners and due dates.

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AWS Machine Learning Blog

AUGUST 30, 2023

In a typical workflow, the radiologist supervises, reads, and interprets the images, and then concisely summarizes the key findings. It often takes years of training for doctors to accumulate enough expertise in writing concise and informative radiology report summarizations, further highlighting the significance of automating the process.

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ODSC - Open Data Science

AUGUST 21, 2023

Well according to the old job listing , though it was quite vague, the researcher would be assisting teams in their projects, models, and day-to-day management of AI, evaluating the model’s progress, and product roadmaps. And of course, with all of this, you’ll create strategies and guides on how you made the LLM generate desired results.

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ODSC - Open Data Science

JANUARY 29, 2024

This is not a definitive list and is most likely biased by its collection source. Fine-tuning is important for applying domain-specific knowledge to an existing LLM which provides better performance and prompt results Inference Efficiency An emergent skill in late 2023, its inclusion speaks to its importance.

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Heartbeat

NOVEMBER 23, 2023

Enhancing Trustworthiness and Accountability through ConstitutionalChain in LangChain Photo by Joshua Woods on Unsplash Introduction Building LLM-driven technologies is not just about creating systems that can understand and respond to user queries. constitutional_principles: A list of constitutional principles that will be applied.

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phData

JANUARY 30, 2024

Humans easily read and understand text (like this post), whereas machines have long struggled to process natural language. The OpenAI Chat API charges per token read and generated. Output JSON in format: {"summary": "Short summary text"}""" # Specify the model (LLM) we want to use model = "gpt-3.5-turbo-0125"

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Dataconomy

MAY 11, 2023

If you are a sales professional, read on to learn how to utilize ChatGPT to enhance a sales pitch that will resonate with your client.   This AI-text generation model has been pre-trained on massive text data allowing it to generate responses on various topics and in various writing styles. What Is ChatGPT?

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Mlearning.ai

APRIL 15, 2023

Let’s start with the “grocery” list of features. In the UI you will find some usage examples of the services, these include: Summarization Ideations Writing Classification and extraction Chat Examples of using the Studio for Ideation — Google will provide optimized settings for the case Behind all these examples are typically the same models.

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Dataconomy

MARCH 20, 2023

It’s possible that you’ve altered the list by adding or removing items. You will see a sidebar where you may enter your desired action (such as “write an introduction” or “arrange a meeting”) and receive recommendations from Copilot. A brand-new AI companion now supports the Microsoft 365 apps.

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Dataconomy

MARCH 20, 2023

It’s possible that you’ve altered the list by adding or removing items. You will see a sidebar where you may enter your desired action (such as “write an introduction” or “arrange a meeting”) and receive recommendations from Copilot. A brand-new AI companion now supports the Microsoft 365 apps.

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Dataconomy

MARCH 15, 2023

The new LLM is a considerable upgrade over the GPT-3.5 Keep reading and find out everything you need to know about GPT-4. After the introduction of GPT-4, Microsoft announced that this LLM is already used in the Bing AI chatbot. Those interested in joining the program can put their names on a waiting list.

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Data Science Dojo

FEBRUARY 6, 2024

This was often the reality for writers, especially in the fast-paced world of blog writing. These examples are then integrated into a prompt instructing the Large Language Model (LLM) on how to generate the intended responses. In this struggle, enter chatbots as potential saviors, promising to spark ideas with ease.

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AWS Machine Learning Blog

JULY 24, 2023

Inf2 instances are ideal for Deep Learning workloads like Generative AI, Large Language Models (LLM) in OPT/GPT family and vision transformers like Stable Diffusion. For a list of all environment variables, refer to Neuron Runtime Configuration. Here is a list of all supported operators in the latest PyTorch Neuron package.

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AWS Machine Learning Blog

APRIL 26, 2024

Today, we are excited to announce that the DBRX model , an open, general-purpose large language model (LLM) developed by Databricks , is available for customers through Amazon SageMaker JumpStart to deploy with one click for running inference. What is the DBRX model DBRX is a sophisticated decoder-only LLM built on transformer architecture.

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AWS Machine Learning Blog

MAY 7, 2024

This post walks through examples of building information extraction use cases by combining LLMs with prompt engineering and frameworks such as LangChain. We also examine the uplift from fine-tuning an LLM for a specific extractive task. To explore the list of SageMaker JumpStart models, see JumpStart Available Model Table.

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AWS Machine Learning Blog

APRIL 8, 2024

Context window extension techniques Rotary Positional Embedding (RoPE)-based context scaling is now available on the LMI-Dist, vLLM, and TensorRT-LLM backends. Be mindful that LLM token probabilities are generally overconfident without calibration. TensorRT-LLM requires models to be compiled into efficient engines before deployment.

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AWS Machine Learning Blog

MAY 22, 2023

To improve the performance of a pre-trained LLM on a specific task, we can tune the model using examples of the target task in a process known as instruction fine-tuning. This post describes how to perform instruction fine-tuning of an LLM, namely FLAN T5 XL, using Amazon SageMaker Jumpstart. Choose View model.

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Cambridge Intelligence

FEBRUARY 6, 2024

Even then, they can’t guarantee complete, accurate and up-to-date datasets, so you’d need to add data validation to your to-do list. In the past, it was tough to automate data cleansing processes, because you’d need to write a set of rules covering every possible case.

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Chatbots Life

MARCH 16, 2023

The new features include ‘Composer AI’ which helps support agents write customer responses, ‘Conversation summarization’ which summarizes customer conversations for efficient handover between agents, and ‘Article generator AI’ that generates a full article version from a summary provided by the authors.

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O'Reilly Media

JANUARY 16, 2024

My folk theory is that speaking and listening are hard-wired into our brain’s innate language circuitry, but writing and reading are learned skills (i.e., how many words its LLM-generated response is), when I wanted to say something mid-way it was aggravating to have to wait. Thank you very much for reading.

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Hacker News

JUNE 28, 2023

Because with the advent of LLMs our language has become a unique bridge between humans, AIs and computation. The attributes that make Wolfram Language easy for humans to write, yet rich in expressive power, also make it ideal for LLMs to write. The most immediately visible LLM tech in Version 13.3 Version 13.3

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Mlearning.ai

DECEMBER 21, 2023

Source : Image by Author The advancements in the LLM space have been mind-boggling. However, when it comes to using LLMs in real scenarios, we still grapple with the knowledge limitations and hallucinations of the LLMs. A Knowledge Cut-off date Training an LLM is an expensive and time-consuming process.

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AWS Machine Learning Blog

MARCH 13, 2024

SageMaker provides a curated list of models that you can choose from on the SageMaker console. model_id, model_version = "huggingface-llm-gemma-7b-instruct", "*" Choose a model ID from the following table, which details the default configuration options for the JumpStart deployment. xlarge 1 8k huggingface-llm-gemma-2b-instruct ml.g5.xlarge

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