Marktechpost

AUGUST 13, 2024

Introducing MLC LLM, a machine learning compiler and deployment engine that offers a new approach to address these challenges. Designed to optimize and deploy LLMs natively across multiple platforms, MLC LLM simplifies the process of running complex models on diverse hardware setups.

Machine Learning 102

Machine Learning LLM ML Large Language Models 102

Unite.AI

FEBRUARY 6, 2025

AI and machine learning (ML) are reshaping industries and unlocking new opportunities at an incredible pace. There are countless routes to becoming an artificial intelligence (AI) expert, and each persons journey will be shaped by unique experiences, setbacks, and growth.

Artificial Intelligence 165

Artificial Intelligence Artificial Intelligence ML Responsible AI 165

Marktechpost

OCTOBER 9, 2024

Overview of AutoArena AutoArena is specifically developed to provide an efficient solution for evaluating the comparative strengths and weaknesses of generative AI models. It allows users to perform head-to-head evaluations of different models using LLM judges, thus making the evaluation process more objective and scalable.

Automation 124

Automation LLM AI Tools Prompt Engineer 124

Marktechpost

FEBRUARY 5, 2025

OpenDeepResearcher Overview: OpenDeepResearcher is an asynchronous AI research agent designed to conduct comprehensive research iteratively. It utilizes multiple search engines, content extraction tools, and LLM APIs to provide detailed insights. Jina AI for Content Extraction: Extracts and summarizes webpage content.

OpenAI 127

OpenAI LLM AI Researcher AI Research 127

Marktechpost

MARCH 6, 2025

Researchers from DAMO Academy at Alibaba Group introduced Babel , a multilingual LLM designed to support over 90% of global speakers by covering the top 25 most spoken languages to bridge this gap. The research team implemented rigorous data-cleaning techniques using LLM-based quality classifiers.

Large Language Models 67

Large Language Models LLM NLP Data Quality 67

Towards AI

AUGUST 29, 2024

— Louis-François Bouchard, Towards AI Co-founder & Head of Community This issue is brought to you thanks to GrowthSchool: 🦾 Master AI, ChatGPT and 20+ AI Tools in just 3 hours Don’t pay for sh*tty AI courses when you can learn it for FREE! Querying SQL Database Using LLM Agents — Is It a Good Idea?

LLM 105

LLM ML Machine Learning NLP 105

Unite.AI

FEBRUARY 11, 2025

Closing the AI Accuracy Gap Current AI tools fall short when it comes to delivering precise, actionable insights. Our platform isn't just about workflow automation – we're creating the data layer that continuously monitors, evaluates, and improves AI systems across multimodal interactions.”

Auto-complete 147

Auto-complete ML Engineer AI AI 147

Marktechpost

JUNE 14, 2024

Recently, Yandex has introduced a new solution: YaFSDP, an open-source tool that promises to revolutionize LLM training by significantly reducing GPU resource consumption and training time. ML engineers can leverage this tool to enhance the efficiency of their LLM training processes. Check out the GitHub Page.

LLM 117

LLM AI Tools Large Language Models ML Engineer 117

Unite.AI

MARCH 3, 2025

With our approach, LLMs are used to translate humans requests into formal logic which is then analyzed by the reasoning engine with full logical audit trail. Our ultimate goal is to bring actionable transparency, where the AI systems can explain their reasoning in a way thats independently logically verifiable.

Automation 165

Automation Algorithm Explainability Large Language Models 165

Unite.AI

AUGUST 28, 2024

The term “AI” is broadly used as a panacea to equip organizations in the battle against zero-day threats. However, while many cyber vendors claim to bring AI to the fight, machine learning (ML) – a less sophisticated form of AI – remains a core part of their products. ML is unfit for the task.

Deep Learning 278

Deep Learning Explainability Neural Network Metadata 278

AWS Machine Learning Blog

MARCH 6, 2025

LlamaIndex is a framework for building LLM applications. It simplifies data integration from various sources and provides tools for data indexing, engines, agents, and application integrations. Optimized for search and retrieval, it streamlines querying LLMs and retrieving documents. It uses an LLM to compute metrics.

LLM 107

LLM Generative AI ML Prompt Engineer 107

AWS Machine Learning Blog

MAY 9, 2024

The rapid advancements in artificial intelligence and machine learning (AI/ML) have made these technologies a transformative force across industries. According to a McKinsey study , across the financial services industry (FSI), generative AI is projected to deliver over $400 billion (5%) of industry revenue in productivity benefits.

ML 129

ML Generative AI AI AI 129

Unite.AI

SEPTEMBER 13, 2023

The remarkable speed at which text-based generative AI tools can complete high-level writing and communication tasks has struck a chord with companies and consumers alike. In this context, explainability refers to the ability to understand any given LLM’s logic pathways.

Explainability 278

Explainability Generative AI AI Tools Algorithm 278

AssemblyAI

DECEMBER 10, 2024

" "I'm thinking of building a chatbot for a customer support tool, which product should I use?" " "You might want to start with Speech Understanding to leverage LLM capabilities!" " "What's better for our presentation, a live demo or a recording?" We'll always prefer a live demo!

AI 147

AI AI Chatbots AI Modeling 147

Marktechpost

DECEMBER 3, 2024

As generative AI continues to grow, the need for an efficient, automated solution to transform various data types into an LLM-ready format has become even more apparent. Meet MegaParse : an open-source tool for parsing various types of documents for LLM ingestion. Don’t Forget to join our 60k+ ML SubReddit.

LLM 102

LLM AI Tools Large Language Models Data Ingestion 102

Marktechpost

MAY 10, 2024

ChatGPT – GPT-4 GPT-4 is the latest LLM of OpenAI, which is more inventive, accurate, and safer than its predecessors. Adobe Enhance This AI tool removes background noise from audio recordings. Synthesia Synthesia is a video generation tool that converts texts into high-quality videos using AI avatars and voiceovers.

AI Tools 120

AI Tools Generative AI Chatbots OpenAI 120

Flipboard

JULY 3, 2023

Particularly after using reinforcement learning with human input, the intrinsic confidence score from the generative LLMs is sometimes unavailable or not effectively calibrated with regard to the intended aim. Heuristic techniques are costly to compute and are subject to bias from the LLM itself, such as sampling an ensemble of LLM answers.

LLM 132

LLM Large Language Models AI Tools NLP 132

Marktechpost

OCTOBER 8, 2024

Recent advancements by Google and the introduction of Hex-LLM, a specialized serving framework, offer promising solutions for efficiently deploying open LLMs from Hugging Face on Google TPUs. By handling requests in this manner, Hex-LLM maximizes throughput, significantly reducing the cost per token served.

LLM 111

LLM Large Language Models Artificial Intelligence Artificial Intelligence 111

Marktechpost

NOVEMBER 1, 2024

A central issue in the LLM field is maintaining privacy without compromising the accuracy and utility of responses. Proprietary LLMs often deliver the best results due to extensive data and training but may expose sensitive information through unintentional PII leaks. It has successfully tested Llama-3.1-8B

LLM 85

LLM AI AI Artificial Intelligence 85

Unite.AI

AUGUST 15, 2023

Despite the buzz surrounding Generative AI , most industry experts have yet to address a significant question: Is there an infrastructural platform that can support this technology long-term, and if so, will it be sufficiently sustainable to support the radical innovations Generative AI promises?

Generative AI 246

Generative AI LLM Large Language Models AI 246

Marktechpost

DECEMBER 6, 2023

ChatGPT – GPT-4 GPT-4 is the latest LLM of OpenAI, which is more inventive, accurate, and safer than its predecessors. Adobe Enhance This AI tool removes background noise from audio recordings. Synthesia Synthesia is a video generation tool that converts texts into high-quality videos using AI avatars and voiceovers.

AI Tools 114

AI Tools Generative AI Chatbots OpenAI 114

Marktechpost

JUNE 19, 2023

On the other hand, the open-source nature of LLMs like Pythia, LLaMA, and Flan-T5 provides an opportunity to researchers to fine-tune and improve the models on custom instruction datasets. This enables the development of smaller and more efficient LLMs like Alpaca, Vicuna, OpenAssistant, and MPT.

Large Language Models 117

Large Language Models LLM BERT AI Tools 117

Marktechpost

FEBRUARY 18, 2025

Also,feel free to follow us on Twitter and dont forget to join our 75k+ ML SubReddit.

AI Tools 86

AI Tools LLM Large Language Models AI 86

Marktechpost

SEPTEMBER 27, 2024

DocETL operates by ingesting documents and following a multi-step pipeline that includes document preprocessing, feature extraction, and LLM-based operations for in-depth analysis. By combining LLM-powered operations, a user-friendly YAML interface, and automatic optimization, it simplifies the process of extracting insights from documents.

LLM 122

LLM Natural Language Processing Large Language Models Automation 122

Marktechpost

JULY 2, 2023

It anchors the LLM to ChatGPT for its ability to write high-quality, human-like language. Using the LLM, an interactive, semi-automated process is first engaged to determine the appropriate attribute dimensions and values for a given classification task. Check Out the Paper and Github Link.

LLM 114

LLM AI Researcher AI Research Large Language Models 114

Topbots

AUGUST 7, 2023

Generated with Midjourney Enterprises in every industry and corner of the globe are rushing to integrate the power of large language models (LLMs) like OpenAI’s ChatGPT, Anthropic’s Claude, and AI12Lab’s Jurassic to boost performance in a wide range of business applications, such as market research, customer service, and content generation.

LLM 98

LLM Large Language Models ML Natural Language Processing 98

Marktechpost

JUNE 9, 2023

Machine learning (ML) has played (and will continue to play) a significant role in extracting and learning important characteristics from large-scale password breaches, leading to substantial contributions primarily towards two primary areas of research: (1) password guessing and (2) password strength estimate algorithms.

LLM 98

LLM Large Language Models ML AI Tools 98

Marktechpost

JUNE 24, 2023

Tacking this problem statement, researchers from the University of California, Berkeley, have developed vLLM, an open-source library that is a simpler, faster, and cheaper alternative for LLM inference and serving. Large Model Systems Organization (LMSYS) is currently using the library to power their Vicuna and Chatbot Arena.

LLM 117

LLM Large Language Models Algorithm Artificial Intelligence 117

Marktechpost

MARCH 7, 2025

Researchers at Alibaba have proposed a new AI tool called START, which stands for Self-Taught Reasoner with Tools. Also,feel free to follow us on Twitter and dont forget to join our 80k+ ML SubReddit.

LLM 49

LLM Large Language Models Python AI Tools 49

Marktechpost

AUGUST 8, 2024

This approach makes the system far more capable of parsing and comprehending complex documents, which makes it an effective tool for retrieving detailed information. Ensemble Retriever: This approach improves queries even further by integrating several retrieval strategies. If you like our work, you will love our newsletter.

Large Language Models 117

Large Language Models AI Tools Data Extraction Artificial Intelligence 117

AWS Machine Learning Blog

DECEMBER 14, 2023

Amazon SageMaker Studio offers a broad set of fully managed integrated development environments (IDEs) for machine learning (ML) development, including JupyterLab, Code Editor based on Code-OSS (Visual Studio Code Open Source), and RStudio. It’s attached to a ML compute instance whenever a Space is run.

Generative AI 122

Generative AI AI Tools ML Auto-complete 122

O'Reilly Media

FEBRUARY 27, 2025

In an email to me, my old friend Nat Torkington had this to say about Harpers post: I feel like there are ascending levels of nerd in this: – prompt hacks – tools to integrate into your workflow – context hacks (e.g.,

Software Development 103

Software Development Prompt Engineer Prompt Engineering LLM 103

Marktechpost

JULY 7, 2023

They considered all the projects that fit these criteria: Projects must have been created eight months ago or less (approx November 2022, to June 2023, at the time of this paper’s publication) Projects are related to the topics: LLM, ChatGPT, Open-AI, GPT-3.5, or GPT-4 Projects must have at least 3,000 stars on GitHub.

LLM 107

LLM Explainability Large Language Models Machine Learning 107

O'Reilly Media

FEBRUARY 25, 2025

Hi, I am a professor of cognitive science and design at UC San Diego, and I recently wrote posts on Radar about my experiences coding with and speaking to generative AI tools like ChatGPT. When you click Send, the AI tutor will send your code, current visualization state (e.g.,

Generative AI 84

Generative AI Python LLM AI 84

Marktechpost

JULY 22, 2023

The chatbot is built on Apple’s proprietary large language model (LLM) framework, known as “Ajax.” As the landscape of generative AI continues to evolve, other tech companies have taken steps to collaborate and share their large language models (LLMs) with startups and researchers.

AI Tools 96

AI Tools OpenAI Generative AI Large Language Models 96

Marktechpost

NOVEMBER 25, 2024

In evaluations, Re-Invoke demonstrated significant performance gains over state-of-the-art methods, achieving a 20% relative improvement in nDCG@5 for single-tool retrieval and a 39% improvement in multi-tool retrieval on the ToolE dataset. Don’t Forget to join our 55k+ ML SubReddit.

AI Tools 107

AI Tools Large Language Models Artificial Intelligence Artificial Intelligence 107

Marktechpost

JULY 14, 2023

However, as Mithril Security’s latest LLM-powered penetration test shows, adopting the newest algorithms can also have significant security implications. Researchers from Mithril Security, a corporate security platform, discovered they could poison a typical LLM supply chain by uploading a modified LLM to Hugging Face.

LLM 98

LLM Large Language Models Algorithm AI 98