Towards AI

DECEMBER 28, 2023

I’m crafting this blog post for individuals aspiring to build a career in the GenAI field. LLM basic concepts— Large Language Models (LLMs) are foundational machine learning models that use deep learning algorithms to process and understand natural language. Expand your skillset by… courses.analyticsvidhya.com 2.

Large Language Models 107

Large Language Models Natural Language Processing Prompt Engineer Prompt Engineering 107

Towards AI

APRIL 12, 2024

Last Updated on April 13, 2024 by Editorial Team Author(s): Mia Dwyer Originally published on Towards AI. The following additions to the end of your prompt can dramatically change the output of the LLM and shows how you can leverage prompt engineering to finesse the type of responses you get.

Prompt Engineer 85

Prompt Engineer Prompt Engineering ChatGPT Large Language Models 85

Ehud Reiter

APRIL 22, 2024

It provides a lot of interesting real-world insights, which I suspect are applicable to many other professional uses of LLMs, and it more-or-less aligns with my above-mentioned views. The report also points out that LLMs change the skills needed by journalists (eg, prompt engineering) and also how human interact with other humans.

Generative AI 124

Generative AI Prompt Engineer Prompt Engineering LLM 124

The MLOps Blog

FEBRUARY 15, 2024

TL;DR In 2023, the tech industry saw waves of layoffs, which will likely continue into 2024. Due to the rise of LLMs and the shift towards pre-trained models and prompt engineering, specialists in traditional NLP approaches are particularly at risk.

NLP 59

NLP Natural Language Processing Data Scientist Software Engineer 59

ODSC - Open Data Science

JANUARY 4, 2024

Trending Data Engineering Topics, the Top AI News from 2023, and Mapping Out the Top Open-Source LLM Frameworks 10 Data Engineering Topics and Trends You Need to Know in 2024 Let’s dive in and explore 10 data engineering trends that are expected to shape the industry in 2024 and beyond.

Large Language Models 52

Large Language Models Data Science LLM Artificial Intelligence 52

Towards AI

APRIL 30, 2024

Last Updated on May 1, 2024 by Editorial Team Author(s): Towards AI Editorial Team Originally published on Towards AI. In the popular lmsys LLM arena and leaderboard, LLama 70GB scores second to only the latest GPT-4 Turbo on English text-based prompts. In this blog, the author implements seemore pure pytorch.

AI 74

AI AI LLM Prompt Engineer 74

ODSC - Open Data Science

DECEMBER 28, 2023

The Top Large Language Models of 2023, 8 Python Libraries You Should be Using, and Why You Need an Observability Platform The Top Large Language Models Going Into 2024 Let’s explore the top large language models that made waves in 2023, and see why you should be using these LLMs in 2024.

Large Language Models 52

Large Language Models Python Data Science Machine Learning 52

Heartbeat

FEBRUARY 8, 2024

Additionally, Zendesk reports that 72% of business leaders prioritize expanding AI and chatbots across the customer experience within 2024. The recent rise of Large Language Models (LLMs) has been a game changer for the ChatBot industry. Prompt Prompts guide chatbots in responding to queries. Run the following command:

Conversational AI 52

Conversational AI Chatbots LLM Prompt Engineer 52

AWS Machine Learning Blog

NOVEMBER 22, 2023

Hear best practices for using unstructured (video, image, PDF), semi-structured (Parquet), and table-formatted (Iceberg) data for training, fine-tuning, checkpointing, and prompt engineering. This session uses the Claude 2 LLM as an example of how prompt engineering helps to solve complex customer use cases.

ML 103

ML Generative AI Prompt Engineer Prompt Engineering 103

AWS Machine Learning Blog

MAY 9, 2024

FAST has earned a fourth consecutive leader ranking in the 2024 ISG Provider Lens report for its seamless integration with Verisk’s data, analytics, and claims tools. LLM Linguistics – Although appropriate context can be retrieved from enterprise data sources, the underlying LLM handles linguistics and fluency.

Insight Engine 108

Insight Engine Generative AI LLM AI 108

AWS Machine Learning Blog

APRIL 22, 2024

Figure 1: Examples of generative AI for sustainability use cases across the value chain According to KPMG’s 2024 ESG Organization Survey , investment in ESG capabilities is another top priority for executives as organizations face increasing regulatory pressure to disclose information about ESG impacts, risks, and opportunities.

Generative AI 105

Generative AI ESG AI AI 105

deepsense.ai

FEBRUARY 28, 2024

This article will be a summary of the most recent trends around LLMs, focusing on LLM democratization – making generative AI easily accessible to everyone. LLM quantization – reducing the memory required for inference The larger the model, the more GPU memory it needs to load its parameters into.

Generative AI 104

Generative AI LLM Neural Network Algorithm 104

Heartbeat

DECEMBER 22, 2023

How to set up a conversational agent Create the toolkit Set up ConversationBufferMemory Initialize a LLM Initialize the agent and equip it with the tools, LLM, and memory. memory = ConversationBufferMemory(memory_key="chat_history") ⬛️ Initialize LLM Let’s use a chat model, in this case, GPT-4-Turbo!

LLM 52

LLM Data Scientist Data Science Deep Learning 52

Heartbeat

NOVEMBER 17, 2023

Exact Match Probably the simplest ways to evaluate an LLM or runnable’s string output against a reference label is by a simple string equivalence. evaluator.evaluate_strings( prediction="The delivery will be made on 2024-01-05", reference=" *bd{2}-d{2}-d{4}b.*" This is useful for validating outputs.

Data Scientist 52

Data Scientist Deep Learning Algorithm LLM 52

deepsense.ai

FEBRUARY 28, 2024

This article will be a summary of the most recent trends around LLMs, focusing on LLM democratization – making generative AI easily accessible to everyone. LLM quantization – reducing the memory required for inference The larger the model, the more GPU memory it needs to load its parameters into.

Generative AI 52

Generative AI LLM Neural Network Algorithm 52