AI Tools, LLM and ML - Artificial Intelligence Zone

Meet SemiKong: The World’s First Open-Source Semiconductor-Focused LLM

Marktechpost

DECEMBER 27, 2024

General-purpose AI tools, for instance, lack the domain-specific understanding required to analyze intricate manufacturing processes effectively. As a result, companies cannot fully bridge the gap between theoretical AI capabilities and practical industry needs, leaving room for specialized solutions to transform the field.

LLM

LLM Large Language Models AI Tools Automation

Advancing AI trust with new responsible AI tools, capabilities, and resources

AWS Machine Learning Blog

DECEMBER 5, 2024

Responsible AI builds trust, and trust accelerates adoption and innovation. Used alongside other techniques such as prompt engineering, RAG, and contextual grounding checks, Automated Reasoning checks add a more rigorous and verifiable approach to enhancing the accuracy of LLM-generated outputs.

Responsible AI

Responsible AI AI Tools AI AI

This AI Paper from IBM and MIT Introduces SOLOMON: A Neuro-Inspired Reasoning Network for Enhancing LLM Adaptability in Semiconductor Layout Design

Marktechpost

FEBRUARY 16, 2025

Semiconductor layout design is a prime example, where AI tools must interpret geometric constraints and ensure precise component placement. Researchers are developing advanced AI architectures to enhance LLMs’ ability to process and apply domain-specific knowledge effectively. Researchers at IBM T.J.

LLM

LLM Large Language Models Prompt Engineering Prompt Engineer

Webinars

How to Achieve High-Accuracy Results When Using LLMs

Relevance, Reach, Revenue: How to Turn Marketing Trends From Hype to High-Impact

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Arthur Unveils Bench: An AI Tool for Finding the Best Language Models for the Job

Analytics Vidhya

AUGUST 21, 2023

As the buzz around generative AI grows, Arthur steps up to the plate with a revolutionary solution set to change the game for companies seeking the best language models for their jobs. With a flourish […] The post Arthur Unveils Bench: An AI Tool for Finding the Best Language Models for the Job appeared first on Analytics Vidhya.

AI Tools

AI Tools Machine Learning Generative AI AI

Build agentic AI solutions with DeepSeek-R1, CrewAI, and Amazon SageMaker AI

Flipboard

FEBRUARY 10, 2025

In this post, we dive into how organizations can use Amazon SageMaker AI , a fully managed service that allows you to build, train, and deploy ML models at scale, and can build AI agents using CrewAI, a popular agentic framework and open source models like DeepSeek-R1.

LLM

LLM AI AI Python

The Neo4j LLM Knowledge Graph Builder: An AI Tool that Creates Knowledge Graphs from Unstructured Data

Marktechpost

JULY 21, 2024

Recently, a team of researchers introduced the Neo4j LLM Knowledge Graph Builder , an AI tool that can easily address this issue. A collection of powerful machine learning models, including OpenAI, Gemini, Llama3, Diffbot, Claude, and Qwen, is the foundation of the Neo4j LLM Knowledge Graph Builder.

LLM

LLM AI Tools Data Analysis Machine Learning

Alibaba Released Babel: An Open Multilingual Large Language Model LLM Serving Over 90% of Global Speakers

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

Large Language Models LLM NLP Data Quality

Enhance enterprise productivity for your LLM solution by becoming an Amazon Q Business data accessor

AWS Machine Learning Blog

MARCH 25, 2025

These capabilities support authenticated user experiences and enable ISVs to enrich their own generative AI applications and enhance end-user experiences. In this post, we demonstrate how to enhance enterprise productivity for your large language model (LLM) solution by using the Amazon Q index for ISVs.

LLM

LLM Generative AI Explainability Software Development

MLC LLM: Universal LLM Deployment Engine with Machine Learning ML Compilation

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

Machine Learning LLM ML Large Language Models

AutoArena: An Open-Source AI Tool that Automates Head-to-Head Evaluations Using LLM Judges to Rank GenAI Systems

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

Automation LLM AI Tools Prompt Engineering

No Experience? Here’s How You Can Transform Into an Ethical Artificial Intelligence Developer

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

Artificial Intelligence Artificial Intelligence ML Responsible AI

4 Open-Source Alternatives to OpenAI’s $200/Month Deep Research AI Agent

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

OpenAI LLM AI Researcher AI Research

#38 Back to Basics — RAG, Transformers, ML Optimization, and LLM Evaluation.

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

LLM ML Machine Learning NLP

Future AGI Secures $1.6M to Launch the World’s Most Accurate AI Evaluation Platform

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

Auto-complete ML Engineer AI AI

Yandex Introduces YaFSDP: An Open-Source AI Tool that Promises to Revolutionize LLM Training by Cutting GPU Usage by 20%

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

LLM AI Tools Large Language Models ML Engineer

Denis Ignatovich, Co-founder and Co-CEO of Imanda – Interview Series

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

Automation Algorithm Explainability Large Language Models

Yariv Fishman, Chief Product Officer at Deep Instinct – Interview Series

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

Deep Learning Explainability Neural Network Metadata

Evaluate RAG responses with Amazon Bedrock, LlamaIndex and RAGAS

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

LLM Generative AI ML Prompt Engineer

Establishing an AI/ML center of excellence

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

ML Generative AI AI AI

Generative AI in the Healthcare Industry Needs a Dose of Explainability

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

Explainability Generative AI AI Tools AI

Meet MegaParse: An Open-Source AI Tool for Parsing Various Types of Documents for LLM Ingestion

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

LLM AI Tools Large Language Models Data Ingestion

Top Speech AI projects and winners at 2024 AssemblyAI Hackathon

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

AI AI Chatbots AI Modeling

Top 40+ Generative AI Tools in 2024

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

AI Tools Generative AI Chatbots OpenAI

Microsoft Researchers Propose a Novel Framework for LLM Calibration Using Pareto Optimal Self-Supervision without Using Labeled Training Data

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

LLM Large Language Models AI Tools NLP

Hex-LLM: A New LLM Serving Framework Designed for Efficiently Serving Open LLMs on Google Cloud TPUs

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

LLM Large Language Models Artificial Intelligence Artificial Intelligence

PAPILLON: A Privacy-Focused AI Solution that Blends Local and Proprietary Models to Deliver Safe and Accurate Language Model Outputs

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

LLM AI AI Artificial Intelligence

Generative AI Can Change the World – But Only if Data Infrastructure Keeps Up

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

Generative AI LLM Large Language Models AI

Alibaba Researchers Propose START: A Novel Tool-Integrated Long CoT Reasoning LLM that Significantly Enhances Reasoning Capabilities by Leveraging External Tools

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

LLM Large Language Models Python AI Tools

Top 40+ Generative AI Tools (December 2023)

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

AI Tools Generative AI Chatbots OpenAI

Meet LLM-Blender: A Novel Ensembling Framework to Attain Consistently Superior Performance by Leveraging the Diverse Strengths of Multiple Open-Source Large Language Models (LLMs)

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

Large Language Models LLM BERT AI Tools

Microsoft AI Releases OmniParser V2: An AI Tool that Turns Any LLM into a Computer Use Agent

Marktechpost

FEBRUARY 18, 2025

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

AI Tools

AI Tools LLM Large Language Models AI

Researchers at UC Berkeley Developed DocETL: An Open-Source Low-Code AI System for LLM-Powered Data Processing

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

LLM Natural Language Processing Large Language Models Automation

A New AI Research Introduces AttrPrompt: A LLM-as-Training-Data-Generator for a New Paradigm in Zero-Shot Learning

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

LLM AI Researcher AI Research Large Language Models

Step-By-Step LLM Product Development For Business Leaders

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

LLM Large Language Models ML Natural Language Processing

Meet PassGPT: An LLM Trained on Password Leaks for Password Generation

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

LLM Large Language Models ML AI Tools

Meet vLLM: An Open-Source LLM Inference And Serving Library That Accelerates HuggingFace Transformers By 24x

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

LLM Large Language Models Algorithm Artificial Intelligence

IncarnaMind: An AI Tool that Enables You to Chat with Your Personal Documents (PDF, TXT) Using Large Language Models (LLMs) like GPT

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

Large Language Models AI Tools Data Extraction Artificial Intelligence

How Risky Is Your Open-Source LLM Project? A New Research Explains The Risk Factors Associated With Open-Source LLMs

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

LLM Explainability Large Language Models Machine Learning

Boost productivity on Amazon SageMaker Studio: Introducing JupyterLab Spaces and generative AI tools

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

Generative AI AI Tools ML Auto-complete

Apple’s Next Move: Developing ‘Apple GPT’ and Cutting-Edge Generative AI Tools to Challenge OpenAI

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

AI Tools Generative AI OpenAI Large Language Models

Google AI Proposes Re-Invoke: An Unsupervised AI Tool Retrieval Method that Effectively and Efficiently Retrieves the Most Relevant Tools from a Large Toolset

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

AI Tools Large Language Models Artificial Intelligence Artificial Intelligence

Ascending Levels of Nerd

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

Software Development Prompt Engineering Prompt Engineer LLM

Meet PoisonGPT: An AI Method To Introduce A Malicious Model Into An Otherwise-Trusted LLM Supply Chain

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

LLM Large Language Models Algorithm AI

Using Generative AI to Build Generative AI

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

Generative AI Python LLM AI

Meet SemiKong: The World’s First Open-Source Semiconductor-Focused LLM

Advancing AI trust with new responsible AI tools, capabilities, and resources

Webinars

Trending Sources

This AI Paper from IBM and MIT Introduces SOLOMON: A Neuro-Inspired Reasoning Network for Enhancing LLM Adaptability in Semiconductor Layout Design

Webinars

Arthur Unveils Bench: An AI Tool for Finding the Best Language Models for the Job

Build agentic AI solutions with DeepSeek-R1, CrewAI, and Amazon SageMaker AI

The Neo4j LLM Knowledge Graph Builder: An AI Tool that Creates Knowledge Graphs from Unstructured Data

Alibaba Released Babel: An Open Multilingual Large Language Model LLM Serving Over 90% of Global Speakers

Enhance enterprise productivity for your LLM solution by becoming an Amazon Q Business data accessor

MLC LLM: Universal LLM Deployment Engine with Machine Learning ML Compilation

AutoArena: An Open-Source AI Tool that Automates Head-to-Head Evaluations Using LLM Judges to Rank GenAI Systems

No Experience? Here’s How You Can Transform Into an Ethical Artificial Intelligence Developer

4 Open-Source Alternatives to OpenAI’s $200/Month Deep Research AI Agent

#38 Back to Basics — RAG, Transformers, ML Optimization, and LLM Evaluation.

Future AGI Secures $1.6M to Launch the World’s Most Accurate AI Evaluation Platform

Yandex Introduces YaFSDP: An Open-Source AI Tool that Promises to Revolutionize LLM Training by Cutting GPU Usage by 20%

Denis Ignatovich, Co-founder and Co-CEO of Imanda – Interview Series

Yariv Fishman, Chief Product Officer at Deep Instinct – Interview Series

Evaluate RAG responses with Amazon Bedrock, LlamaIndex and RAGAS

Establishing an AI/ML center of excellence

Generative AI in the Healthcare Industry Needs a Dose of Explainability

Meet MegaParse: An Open-Source AI Tool for Parsing Various Types of Documents for LLM Ingestion

Top Speech AI projects and winners at 2024 AssemblyAI Hackathon

Top 40+ Generative AI Tools in 2024

Microsoft Researchers Propose a Novel Framework for LLM Calibration Using Pareto Optimal Self-Supervision without Using Labeled Training Data

Hex-LLM: A New LLM Serving Framework Designed for Efficiently Serving Open LLMs on Google Cloud TPUs

PAPILLON: A Privacy-Focused AI Solution that Blends Local and Proprietary Models to Deliver Safe and Accurate Language Model Outputs

Generative AI Can Change the World – But Only if Data Infrastructure Keeps Up

Alibaba Researchers Propose START: A Novel Tool-Integrated Long CoT Reasoning LLM that Significantly Enhances Reasoning Capabilities by Leveraging External Tools

Top 40+ Generative AI Tools (December 2023)

Meet LLM-Blender: A Novel Ensembling Framework to Attain Consistently Superior Performance by Leveraging the Diverse Strengths of Multiple Open-Source Large Language Models (LLMs)

Microsoft AI Releases OmniParser V2: An AI Tool that Turns Any LLM into a Computer Use Agent

Researchers at UC Berkeley Developed DocETL: An Open-Source Low-Code AI System for LLM-Powered Data Processing

A New AI Research Introduces AttrPrompt: A LLM-as-Training-Data-Generator for a New Paradigm in Zero-Shot Learning

Step-By-Step LLM Product Development For Business Leaders

Meet PassGPT: An LLM Trained on Password Leaks for Password Generation

Meet vLLM: An Open-Source LLM Inference And Serving Library That Accelerates HuggingFace Transformers By 24x

IncarnaMind: An AI Tool that Enables You to Chat with Your Personal Documents (PDF, TXT) Using Large Language Models (LLMs) like GPT

How Risky Is Your Open-Source LLM Project? A New Research Explains The Risk Factors Associated With Open-Source LLMs

Boost productivity on Amazon SageMaker Studio: Introducing JupyterLab Spaces and generative AI tools

Apple’s Next Move: Developing ‘Apple GPT’ and Cutting-Edge Generative AI Tools to Challenge OpenAI

Google AI Proposes Re-Invoke: An Unsupervised AI Tool Retrieval Method that Effectively and Efficiently Retrieves the Most Relevant Tools from a Large Toolset

Ascending Levels of Nerd

Meet PoisonGPT: An AI Method To Introduce A Malicious Model Into An Otherwise-Trusted LLM Supply Chain

Using Generative AI to Build Generative AI

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