Towards AI

FEBRUARY 24, 2024

GPT-4 was released in 2023 and is estimated to have more than a trillion parameters. Increasing the size of LLMs has worked very well in the past because LLM performance is highly dependent on scale, which means three things: the number of model parameters, the size of the training dataset, and the amount of computation for training [1].

LLM 123

LLM Large Language Models AI Researcher AI Research 123

Marktechpost

FEBRUARY 28, 2024

In recent research, a team of researchers from Meta has presented TestGen-LLM, a unique tool that uses Large Language Models (LLMs) to improve pre-existing human-written test suites automatically. This verification procedure is crucial to solve issues with LLM hallucinations, where produced content may differ from the intended quality.

Large Language Models 127

Large Language Models LLM Automation Software Engineer 127

TheSequence

DECEMBER 31, 2023

Created Using DALL-E Next Week in The Sequence: Edge 357: Our series about LLM reasoning explores chain-of-thought (CoT) prompting including its original paper. 📝 Editorial: My Five Favorite AI Papers of 2023 Today marks the final issue of 2023, and I want to start by expressing my gratitude for your support.

Large Language Models 116

Large Language Models LLM AI AI 116

Unite.AI

OCTOBER 18, 2023

This year, the report underscores some particularly significant advancements in the field of Large Language Models (LLMs), emphasizing their growing influence and the broader implications for the AI community. The post Breaking Down the “State of AI Report 2023” appeared first on Unite.AI. You can access the full report here.

Large Language Models 303

Large Language Models AI AI Generative AI 303

Towards AI

FEBRUARY 13, 2024

Creating a local LLM chatbot with CodeLlama-7b-Instruct-hf and StreamlitThe coding assistant chatbot we will build in this article In this hands-on tutorial, we will implement an AI code assistant that is free to use and runs on your local GPU. Author(s): Dr. Leon Eversberg Originally published on Towards AI. Not this Llama.

LLM 106

LLM Chatbots AI AI 106

Towards AI

DECEMBER 29, 2023

Last Updated on December 30, 2023 by Editorial Team Author(s): Lan Chu Originally published on Towards AI. LLMs are not useful if they are not sufficiently accurate. Obviously, the most reliable way to evaluate an LLM system is to create an evaluation dataset and compare the model-generated output with the evaluation set.

LLM 109

LLM NLP AI AI 109

Towards AI

SEPTEMBER 1, 2023

Last Updated on September 2, 2023 by Editorial Team Author(s): Patrick Meyer Originally published on Towards AI. NER Task with Spacy-LLM This member-only story is on us. Photo by Alexander Grey on Unsplash Thanks to their size, large language models (LLMs) have acquired formidable language processing skills.

LLM 109

LLM Large Language Models Deep Learning Python 109

Flipboard

APRIL 24, 2023

Today in the Moscone Center, San Francisco, at RSA Conference 2023 (RSAC), Google Cloud announced Google Cloud Security AI Workbench, a security platform powered by Sec-PaLM, a large language model (LLM) designed specifically for cybersecurity use cases. Sec-PaLM modifies the organization’s existing …

LLM 137

LLM Large Language Models AI AI 137

Towards AI

NOVEMBER 22, 2023

Last Updated on November 23, 2023 by Editorial Team Author(s): Youssef Hosni Originally published on Towards AI. Large language models (LLMs) have advanced rapidly in recent years. This article summarizes some of the most important LLM papers published during the third week of November.

LLM 109

LLM Large Language Models AI AI 109

Towards AI

NOVEMBER 15, 2023

Last Updated on November 16, 2023 by Editorial Team Author(s): Youssef Hosni Originally published on Towards AI. Stay Relevant to Recent Large Language Models Research Large language models (LLMs) have advanced rapidly in recent years. LLM Progress & BenchmarkingLLM Fine TuningLLM… Read the full blog for free on Medium.

LLM 110

LLM Large Language Models AI AI 110

Topbots

APRIL 29, 2024

This paper, first published in December 2022, may not cover the most recent developments in LLM reasoning but still offers a comprehensive survey of available approaches. They also explore the potential future directions in the field, aiming to bridge the gap between LLM capabilities and human-like reasoning. Reasoning process.

LLM 59

LLM Large Language Models Natural Language Processing AI Researcher 59

Towards AI

SEPTEMBER 10, 2023

Last Updated on September 11, 2023 by Editorial Team Author(s): Aashish Nair Originally published on Towards AI. Why LLM-powered chatbots haven’t taken the world by storm just yet This member-only story is on us. Upgrade to access all of Medium.

LLM 120

LLM Prompt Engineer Prompt Engineering Large Language Models 120

Towards AI

NOVEMBER 8, 2023

Last Updated on November 9, 2023 by Editorial Team Author(s): Youssef Hosni Originally published on Towards AI. Stay Relevant to Recent Large Language Models Research Large language models (LLMs) have advanced rapidly in recent years. LLM Progress & BenchmarkingLLM Fine TuningLLM… Read the full blog for free on Medium.

LLM 108

LLM Large Language Models AI AI 108

Towards AI

NOVEMBER 2, 2023

Last Updated on November 3, 2023 by Editorial Team Author(s): Youssef Hosni Originally published on Towards AI. Stay Relevant to Recent Large Language Models Research Large language models (LLMs) have advanced rapidly in recent years.

LLM 111

LLM Large Language Models AI AI 111

Eugene Yan

OCTOBER 8, 2023

I give one talk a year and in 2023 this is that talk.

AI Engineer 258

AI Engineer LLM AI AI 258

Marktechpost

JULY 24, 2023

and GPT-4 will receive updates, which makes it difficult to integrate these LLMs into broader workflows. The instability can disrupt downstream pipelines if an LLM’s behavior, such as its correctness or formatting in response to a prompt, abruptly changes. are the LLM services being monitored in this study.

Large Language Models 96

Large Language Models LLM BERT Artificial Intelligence 96

Unite.AI

JANUARY 31, 2024

As per Emerging Technology Survey 2023 , of the 54% companies surveyed, more than half have integrated generative AI in their business operations within a year. With the tremendous growth in AI in 2023, we have to ask: What does 2024 hold for AI? Let’s quickly recap AI’s wild 2023 year and what the future holds now.

AI 359

AI AI OpenAI ChatGPT 359

Towards AI

OCTOBER 28, 2023

Last Updated on October 29, 2023 by Editorial Team Author(s): Youssef Hosni Originally published on Towards AI. Stay Relevant to Recent Large Language Models Research Large language models (LLMs) have advanced rapidly in recent years. Join thousands of data leaders on the AI newsletter. From research to projects and ideas.

LLM 105

LLM Large Language Models AI AI 105

Towards AI

AUGUST 11, 2023

Last Updated on August 12, 2023 by Editorial Team Author(s): Louis Bouchard Originally published on Towards AI. An overview of the first 3D-LLM This member-only story is on us. Well, today, we make a big jump forward with 3D-LLM. Result example of 3D-LLM. 3D-LLM is… Read the full blog for free on Medium.

LLM 91

LLM Large Language Models AI AI 91

Mlearning.ai

JANUARY 3, 2024

Developing highly impressive Large Language Model (LLM) applications is achievable through brief training and verification on a limited set of examples. Ragas (RAG Assessment) Jithin James and Shahul ES from Exploding Gradients , in 2023, developed the Ragas framework to address these questions. Is the response relevant to the query?

LLM 52

LLM Large Language Models Generative AI AI 52

Marktechpost

DECEMBER 12, 2023

A team of researchers from Vector Institute, University of Waterloo, and Peking University introduced EAGLE (Extrapolation Algorithm for Greater Language-Model Efficiency) to combat the challenges inherent in LLM decoding. link] In conclusion, EAGLE emerges as a beacon of promise in addressing the long-standing inefficiencies of LLM decoding.

LLM 119

LLM Machine Learning Natural Language Processing Large Language Models 119

Analytics Vidhya

JANUARY 12, 2024

Introduction In September 2023, the Mistral Lab released Mistral-7b, a fully open-sourced model with an Apache 2.0 It took the AI sphere by storm and topped the Open LLM leaderboard. It outperformed bigger models like Llama 2 13b on all benchmarks.

LLM 264

LLM AI AI Generative AI 264

Towards AI

SEPTEMBER 10, 2023

Last Updated on September 12, 2023 by Editorial Team Author(s): Aashish Nair Originally published on Towards AI. Why LLM-powered chatbots haven’t taken the world by storm just yet This member-only story is on us. Upgrade to access all of Medium.

LLM 98

LLM Prompt Engineer Prompt Engineering Large Language Models 98

Towards AI

DECEMBER 20, 2023

Last Updated on December 21, 2023 by Editorial Team Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Large Language Models Research Large language models (LLMs) have advanced rapidly in recent years.

LLM 86

LLM Large Language Models Data Science Machine Learning 86

Towards AI

OCTOBER 12, 2023

Last Updated on October 12, 2023 by Editorial Team Author(s): Youssef Hosni Originally published on Towards AI. Stay Relevant to Recent Large Language Models Research Large language models (LLMs) have advanced rapidly in recent years. Join thousands of data leaders on the AI newsletter. From research to projects and ideas.

LLM 99

LLM Large Language Models AI AI 99

ODSC - Open Data Science

DECEMBER 21, 2023

Your Guide to Starting With RAG for LLM-Powered Applications In this post, we take a closer look at how RAG has emerged as the ideal starting point when it comes to designing enterprise LLM-powered applications. RAG vs Finetuning — Which Is the Best Tool to Boost Your LLM Application? Grab your tickets for 70% off by Friday!

LLM 98

LLM Prompt Engineer Prompt Engineering Data Science 98

Marktechpost

DECEMBER 18, 2023

Given the number of advancements artificial intelligence (AI) has made this year itself, it’s no surprise that it has been a significant point of discussion throughout 2023. This article discusses a few AI models of 2023 that have the capability to transform the medical landscape.

Artificial Intelligence 122

Artificial Intelligence Artificial Intelligence BERT Deep Learning 122

Towards AI

JUNE 6, 2023

Last Updated on June 8, 2023 by Editorial Team Author(s): Jesus Rodriguez Originally published on Towards AI. One of the latest additions to the space is Falcon LLM, a model created… Read the full blog for free on Medium. The model has become one of the most interesting open-source foundation models in the space.

LLM 89

LLM Machine Learning Artificial Intelligence Artificial Intelligence 89

John Snow Labs

OCTOBER 10, 2023

This presentation will showcase the transition from traditional logistic regressions to deep learning-based transformer models, LLM inspired sequential transformer based models, multi-task learning, transfer learning. The post LLM and Foundational Models in Ads Ranking appeared first on John Snow Labs.

LLM 98

LLM Deep Learning NLP Machine Learning 98

AI Weekly

AUGUST 31, 2023

zdnet.com Nvidia’s stock closes at record after Google AI partnership Nvidia shares rose 4.2% Tuesday to close at a record, after the chipmaker announced a partnership with Google that could expand distribution of its artificial intelligence technology. forbes.com The AI Financial Crisis Theory Demystified Rather than focusing on whether the U.S.

Generative AI 193

Generative AI Robotics Artificial Intelligence Artificial Intelligence 193

Towards AI

AUGUST 6, 2023

Last Updated on August 7, 2023 by Editorial Team Author(s): Youssef Hosni Originally published on Towards AI. Build LLM Based Applications Without Getting Run Out of Money This member-only story is on us. Since then, a lot of companies and startups launched applications and products that are based on LLMs.

LLM 78

LLM Large Language Models OpenAI ChatGPT 78

Snorkel AI

NOVEMBER 9, 2023

LLM distillation will become a much more common and important practice for data science teams in 2024, according to a poll of attendees at Snorkel AI’s 2023 Enterprise LLM Virtual Summit. Only about a third of respondents (36%) said that their company had distilled any smaller models from LLMs so far. LLMs remain amazing.

LLM 59

LLM Data Scientist Large Language Models Data Science 59

Snorkel AI

NOVEMBER 9, 2023

LLM distillation will become a much more common and important practice for data science teams in 2024, according to a poll of attendees at Snorkel AI’s 2023 Enterprise LLM Virtual Summit. Only about a third of respondents (36%) said that their company had distilled any smaller models from LLMs so far. LLMs remain amazing.

LLM 59

LLM Data Scientist Large Language Models Data Science 59

Marktechpost

DECEMBER 14, 2023

Researchers emphasize that DeciLM-7B and Infery-LLM have applications that have the potential to bring about revolutionary changes in several industries. The model incorporates variable-grouped query attention. Among the top 7-billion-parameter instruct models, this model excels without sophisticated preference optimization methods.

Large Language Models 133

Large Language Models LLM Artificial Intelligence Artificial Intelligence 133

TheSequence

APRIL 11, 2024

Furthermore, the Yi-34B model was ranked the highest among all accessible open-source models, including Falcon-180B, Llama-70B, and Claude, in both English and Chinese languages across different benchmarks like the Hugging Face Open LLM Leaderboard and C-Eval, with data up to November 2023. Read more

LLM 59

LLM Large Language Models 59

Towards AI

NOVEMBER 5, 2023

Last Updated on November 5, 2023 by Editorial Team Author(s): Euclidean AI Originally published on Towards AI. Source: [link] This article describes a solution for a generative AI resume screener that got us 3rd place at DataRobot & AWS Hackathon 2023. Give us feedback.

Machine Learning 110

Machine Learning LLM Python Deep Learning 110