Marktechpost

JULY 24, 2024

The tool measures the abilities of Llama 3 405b, Llama 3 70b, and Llama 3 8b models in automated social engineering, scaling manual offensive cyber operations, and autonomous cyber operations. The assessment involved generating detailed victim profiles and evaluating the persuasiveness of the LLMs in phishing dialogues.

LLM 126

LLM Large Language Models Automation AI 126

AI News

SEPTEMBER 10, 2024

. “We are particularly eager to contribute to the testing and refinement of the SEA-LION models for Tamil and other Southeast Asian languages, while also sharing our expertise and best practices in LLM development. “We Explore other upcoming enterprise technology events and webinars powered by TechForge here.

Large Language Models 262

Large Language Models Big Data AI AI 262

Marktechpost

SEPTEMBER 23, 2024

Unlike traditional methods that require extensive human-designed rewards, CALM automates this process by allowing the LLM to determine subgoals and provide auxiliary reward signals. Instead, the LLM uses its prior knowledge to effectively shape the agent’s behavior. In some cases, the LLM achieved an accuracy rate of 0.73

Automation 67

Automation LLM Large Language Models ML 67

Marktechpost

JULY 22, 2024

Automated code documentation is a critical area within this domain, aiming to enhance software readability and maintainability through advanced tools and techniques. Existing methods for automated code documentation include template-based, information retrieval, and learning-based approaches.

Automation 103

Automation Software Engineer Software Development Large Language Models 103

Marktechpost

AUGUST 7, 2024

Developing efficient language model-based agents is crucial for various applications, from virtual assistants to automated customer service. Introducing Lagent, a new open-source framework that simplifies the process of building large language model (LLM)-based agents.

Large Language Models 123

Large Language Models LLM Python OpenAI 123

AI News

JULY 30, 2024

This new tool, LLM Suite, is being hailed as a game-changer and is capable of performing tasks traditionally assigned to research analysts. The memo states, “Think of LLM Suite as a research analyst that can offer information, solutions, and advice on a topic.”

AI Chatbots 236

AI Chatbots Chatbots LLM Large Language Models 236

Marktechpost

AUGUST 26, 2024

The problem comes in automating this process with minimum loss of accuracy and reliability in LLM. In contrast, other methods include using LLMs to generate whole plans or planning models that automated systems evaluate. calls to the LLM to get 100% accuracy on the 24 Game domain.

Automation 67

Automation LLM Natural Language Processing Large Language Models 67

Marktechpost

SEPTEMBER 17, 2024

Comet has unveiled Opik , an open-source platform designed to enhance the observability and evaluation of large language models (LLMs). This tool is tailored for developers and data scientists to monitor, test, and track LLM applications from development to production.

LLM 104

LLM Large Language Models Automation Data Scientist 104

AI News

OCTOBER 10, 2024

In a statement shared on WeChat, the AI institute claimed that this accomplishment demonstrated China’s capability to independently train LLMs and signals a new era of innovation and self-reliance in AI technology. China Telecom stated that the unnamed LLM has one trillion parameters. The scale of these models is remarkable.

AI Modeling 255

AI Modeling Big Data AI AI 255

Marktechpost

AUGUST 10, 2024

Traditional methods of unit test generation, such as search-based, constraint-based, and random-based techniques, have been utilized to automate the creation of unit tests. However, the manual creation and maintenance of unit tests are time-consuming and labor-intensive, necessitating the development of automated solutions.

LLM 94

LLM Automation ChatGPT Large Language Models 94

Marktechpost

OCTOBER 17, 2024

One of the biggest hurdles organizations face is implementing Large Language Models (LLMs) to handle intricate workflows effectively. Issues of speed, flexibility, and scalability often hinder the automation of complex workflows requiring coordination across multiple systems.

Large Language Models 109

Large Language Models Inference Engine Automation Data Scientist 109

AI News

JULY 29, 2024

The index also highlighted several trends in the LLM landscape: Open-source models are rapidly closing the gap with their closed-source counterparts, offering improved hallucination performance at lower costs. Current RAG LLMs demonstrate significant improvements in handling extended context lengths without sacrificing quality or accuracy.

Big Data 243

Big Data OpenAI AI AI 243

Snorkel AI

AUGUST 1, 2024

We at Snorkel AI believe that customized and automated evaluation approaches present the best path to production—especially when paired with data slices. I spoke about the value of data slices at a recent webinar. Why is customized and automated LLM evaluation so critical?

LLM 52

LLM Large Language Models Automation Data Scientist 52

Snorkel AI

AUGUST 1, 2024

We at Snorkel AI believe that customized and automated evaluation approaches present the best path to production—especially when paired with data slices. I spoke about the value of data slices at a recent webinar. Why is customized and automated LLM evaluation so critical?

LLM 52

LLM Large Language Models Automation Data Scientist 52

Snorkel AI

AUGUST 1, 2024

We at Snorkel AI believe that customized and automated evaluation approaches present the best path to production—especially when paired with data slices. I spoke about the value of data slices at a recent webinar. Why is customized and automated LLM evaluation so critical?

LLM 52

LLM Large Language Models Automation Data Scientist 52

Marktechpost

AUGUST 9, 2024

LiveBench AI integrates seamlessly with these pipelines, allowing teams to automate the testing & deployment of their models. This automation speeds up the development process and ensures that models are thoroughly vetted before they are released into production environments. LiveBench AI is designed with scalability in mind.

LLM 113

LLM AI AI Data Scientist 113

Marktechpost

AUGUST 2, 2024

However, the deployment of LLMs necessitates robust mechanisms to ensure safe and responsible user interactions. Current practices often employ content moderation solutions like LlamaGuard, WildGuard, and AEGIS to filter LLM inputs and outputs for potential safety risks. The core innovation lies in the synthetic data curation pipeline.

LLM 104

LLM Large Language Models AI AI 104

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?

LLM 98

LLM Prompt Engineer Prompt Engineering Data Science 98

AI News

AUGUST 27, 2024

Available with NVIDIA AI Enterprise, these microservices are optimised for inference using the open-source NVIDIA TensorRT-LLM library, promising enhanced performance and deployment speed. Explore other upcoming enterprise technology events and webinars powered by TechForge here.

Big Data 227

Big Data Large Language Models AI AI 227

AI News

SEPTEMBER 20, 2024

The company also launched an AI Developer, a Qwen-powered AI assistant designed to support programmers in automating tasks such as requirement analysis, code programming, and bug identification and fixing. Explore other upcoming enterprise technology events and webinars powered by TechForge here.

AI Modeling 313

AI Modeling Big Data Metadata AI 313

AI News

NOVEMBER 15, 2023

It teaches the LLM to recognise the kinds of things that Wolfram|Alpha might know – our knowledge engine,” McLoone explains. Where I see it, [approaches to AI] all share something in common, which is all about using the machinery of computation to automate knowledge,” says McLoone. But the LLM is not just about chat,” says McLoone.

Generative AI 237

Generative AI LLM Big Data Explainability 237

ODSC - Open Data Science

OCTOBER 3, 2024

Best Practices for Prompt Engineering in Claude, Mistral, and Llama Every LLM is a bit different, so the best practices for each may differ from one another. Got an LLM That Needs Some Work? Here Are Five LLM Fine-Tuning Strategies These 5 LLM fine-tuning strategies can enhance clarity, learning, and overall effectiveness.

Prompt Engineer 40

Prompt Engineer Prompt Engineering LLM Software Engineer 40

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.

LLM 52

LLM OpenAI Large Language Models Data Science 52

AI News

AUGUST 2, 2024

The comprehensive event is co-located with other leading events including Intelligent Automation Conference , BlockX , Digital Transformation Week , and Cyber Security & Cloud Expo. Explore other upcoming enterprise technology events and webinars powered by TechForge here. The post Google’s Gemini 1.5

Big Data 302

Big Data Chatbots OpenAI AI Strategy 302

AI Weekly

AUGUST 15, 2024

theverge.com Sponsor Bridging AI, Vector Embeddings and the Data Lakehouse - Live Webinar Join NielsenIQ and Onehouse to explore the crucial role of vector embeddings in AI. Powered by onehouse.ai Register Now onehouse.ai In The News Grok-2 arrives with image generations — is the world ready? It also looks really fun.

Robotics 193

Robotics Neural Network Artificial Intelligence Artificial Intelligence 193

AI News

JUNE 4, 2024

In parallel, Amazon is utilising a generative AI system equipped with a Multi-Modal LLM (MLLM) to investigate the root causes of negative customer experiences. Explore other upcoming enterprise technology events and webinars powered by TechForge here. Check out AI & Big Data Expo taking place in Amsterdam, California, and London.

Computer Vision 268

Computer Vision Big Data Generative AI LLM 268

ODSC - Open Data Science

SEPTEMBER 19, 2024

The Rise of Deepfakes and Automated Prompt Engineering: Navigating the Future of AI In this podcast recap with Dr. Julie Wall of the University of West London, we discuss two big topics in generative AI: deepfakes and automated prompted engineering. Apply now for a chance to participate, and we’ll be in touch if space is available.

Prompt Engineer 40

Prompt Engineer Prompt Engineering AI Automation Automation 40

Marktechpost

AUGUST 17, 2024

A research team from the University of California Irvine and Cisco Research has proposed another line of work in a new approach toward automated attack graph generation using retriever-augmented LLMs, namely CrystalBall , leveraging GPT-4. It is applied as a black box to the LLM-based system, where the latter generates attack graphs.

Large Language Models 57

Large Language Models Automation Algorithm AI 57

IBM Journey to AI blog

AUGUST 12, 2024

Our journey of infusing AI into support To address the scale, complexity, and criticality of the infrastructure that IBM TLS supports, we are early adopters of AI and automation technology. Leveraging AI and automation capabilities enables us to provide support services through various channels, including chat, email and phone.

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Automation AI AI Generative AI 130

ODSC - Open Data Science

OCTOBER 10, 2024

The Evolving LLM Landscape: 8 Key Trends to Watch By looking at sessions as part of the LLM track at ODSC West, we get a pretty good understanding of where the field is going. Here are 8 trends that show what’s big in LLMs right now, and what to expect next. Discover the cutting-edge innovation at ODSC West this October.

LLM 40

LLM Data Science Machine Learning Explainability 40

Marktechpost

OCTOBER 18, 2024

Current evaluation frameworks, such as LLM-as-a-Judge, which uses large language models to judge outputs from other AI systems, must account for the entire task-solving process. The results of the Agent-as-a-Judge framework achieved a 90% alignment with human evaluators, compared to LLM-as-a-Judge’s 70% alignment.

Large Language Models 109

Large Language Models LLM Inference Engine AI Developer 109

Marktechpost

SEPTEMBER 19, 2024

Issues concerning the veracity of the data supplied by LLMs are raised by this lack of traceability, especially in situations when precision is crucial. The suggested approach purposefully avoids depending on the LLM’s internal factual knowledge in order to get around this problem.

Large Language Models 109

Large Language Models LLM Automation ML 109

ODSC - Open Data Science

JANUARY 23, 2024

In an ODSC webinar , Pandata’s Nicolas Decavel-Bueff and myself ( Cal Al-Dhubaib ) partnered with Data Stack Academy’s Parham Parvizi to share some of the lessons we’ve learned from building enterprise-grade large language models (LLMs) — and tips on how data scientists and data engineers can get started as well.

LLM 52

LLM Data Scientist Data Science Deep Learning 52

Marktechpost

AUGUST 12, 2024

Over the years, the development of automated tools to detect these vulnerabilities has become increasingly important, particularly as software systems grow more complex and interconnected. The Mutation strategy prompts the LLM to modify vulnerable code samples, ensuring that the changes do not alter the code’s original functionality.

Large Language Models 109

Large Language Models Data Scarcity Software Engineer LLM 109

Marktechpost

OCTOBER 16, 2024

By combining these features, AutoDAN-Turbo represents a significant advancement in the field of automated jailbreak attacks against large language models. The Attack Generation and Exploration Module uses an attacker LLM to generate jailbreak prompts based on strategies from the Retrieval Module.

Large Language Models 113

Large Language Models Inference Engine LLM Algorithm 113

AI News

AUGUST 1, 2023

In response, sources mentioned that Meta may implement automated checks on the chatbots’ outputs to ensure accuracy and compliance with platform rules. Photo by Edge2Edge Media on Unsplash ) See also: Meta launches Llama 2 open-source LLM Want to learn more about AI and big data from industry leaders?

AI Chatbots 189

AI Chatbots Chatbots Big Data AI 189

AI News

SEPTEMBER 4, 2024

The comprehensive event is co-located with other leading events including Intelligent Automation Conference , BlockX , Digital Transformation Week , and Cyber Security & Cloud Expo. Explore other upcoming enterprise technology events and webinars powered by TechForge here.

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Large Language Models Big Data AI AI 231