Snorkel AI

JANUARY 22, 2025

The neural network architecture of large language models makes them black boxes. Neither data scientists nor developers can tell you how any individual model weight impacts its output; they often cant reliably predict how small changes in the input will change the output. appeared first on Snorkel AI.

Large Language Models 59

Large Language Models LLM Data Scientist Neural Network 59

AI News

APRIL 19, 2024

Meta has introduced Llama 3 , the next generation of its state-of-the-art open source large language model (LLM). The tech giant claims Llama 3 establishes new performance benchmarks, surpassing previous industry-leading models like GPT-3.5 in real-world scenarios.

LLM 339

LLM Large Language Models Big Data Responsible AI 339

AI News

APRIL 22, 2024

Collaboration topics with LG Electronics will include integrating AI technologies into home appliances, a move that will boost Microsoft’s competitive edge against rivals like Google and Meta. These meetings are timely, as the global tech landscape sees an increased focus on AI development. billion globally.

Big Data 332

Big Data Large Language Models LLM AI 332

AI News

SEPTEMBER 19, 2024

The letter expresses frustration with the uncertainty surrounding data usage for AI model training, stemming from interventions by European Data Protection Authorities. This ambiguity, they argue, could result in Large Language Models (LLMs) lacking crucial Europe-specific training data.

Big Data 342

Big Data Large Language Models AI AI 342

AI News

AUGUST 23, 2024

The case joins similar lawsuits against other AI companies like Microsoft and OpenAI over using copyrighted material to develop large language models. It highlights growing tensions between content creators and AI firms regarding intellectual property rights.

Big Data 325

Big Data Large Language Models AI Developer AI Development 325

AI News

FEBRUARY 2, 2024

However, Baroness Stowell of the House of Lords has cautioned that the UK risks “missing out on the AI goldrush” if it does not act quickly. A report from the Lords’ Communications and Digital Committee honed in on large language models and tools like ChatGPT.

Big Data 330

Big Data Large Language Models AI AI 330

AI News

JULY 9, 2024

The success of Chinese AI education applications like Question.AI and Gauth in the US market comes at a time of fierce competition within China, where over 200 large language models—critical for generative AI services like ChatGPT—have been developed.

Large Language Models 302

Large Language Models Big Data AI AI 302

AI News

AUGUST 2, 2024

These trends highlight the growing tension between rapid AI development and environmental sustainability in the tech sector. The root of the problem lies in AI’s immense appetite for computing power and electricity. However, these efforts are being outpaced by the breakneck speed of AI development and deployment.

Big Data 336

Big Data Large Language Models AI AI 336

Snorkel AI

JANUARY 8, 2025

In todays fast-paced AI landscape, seamless integration between data platforms and AI development tools is critical. At Snorkel, weve partnered with Databricks to create a powerful synergy between their data lakehouse and our Snorkel Flow AI data development platform. Sign up here!

AI Developer 52

AI Developer AI Development Data Ingestion LLM 52

Marktechpost

OCTOBER 18, 2024

Recent advancements in Large Language Models (LLMs) have reshaped the Artificial intelligence (AI)landscape, paving the way for the creation of Multimodal Large Language Models (MLLMs). If you like our work, you will love our newsletter. Don’t Forget to join our 50k+ ML SubReddit.

Large Language Models 112

Large Language Models Natural Language Processing Inference Engine LLM 112

AI News

MAY 3, 2024

.” Recognising the critical concern of ethical AI development, Ros stressed the significance of human oversight throughout the entire process. Explore other upcoming enterprise technology events and webinars powered by TechForge here.

Big Data 322

Big Data Generative AI Explainability AI 322

AI News

SEPTEMBER 20, 2024

Furthermore, Alibaba Cloud introduced Qwen2-VL, an updated vision language model capable of comprehending videos lasting over 20 minutes and supporting video-based question-answering. To support these AI advancements, Alibaba Cloud has announced several infrastructure upgrades, including: CUBE DC 5.0,

AI Modeling 353

AI Modeling Big Data Metadata AI 353

AI News

JULY 9, 2024

The success of Chinese AI education applications like Question.AI and Gauth in the US market comes at a time of fierce competition within China, where over 200 large language models—critical for generative AI services like ChatGPT—have been developed.

Large Language Models 234

Large Language Models Big Data AI AI 234

Marktechpost

SEPTEMBER 18, 2024

Artificial intelligence (AI) and natural language processing (NLP) have seen significant advancements in recent years, particularly in the development and deployment of large language models (LLMs). This strategy aligns with the growing trend of making AI tools more transparent and explainable.

Large Language Models 104

Large Language Models Natural Language Processing Explainability Artificial Intelligence 104

AI News

APRIL 17, 2024

While there is a lot of excitement around Large Language Models (LLMs), which are great for unstructured data like text, Ikigai’s patented Large Graphical Models (LGMs), developed out of MIT, are focused on solving problems using structured data.

Generative AI 319

Generative AI Big Data Large Language Models AI 319

Marktechpost

AUGUST 9, 2024

Multimodal models are designed to make human-computer interaction more intuitive and natural, enabling machines to understand and respond to human inputs in ways that closely mirror human communication. One of the main challenges in AI development is ensuring these powerful models’ safe and ethical use.

Responsible AI 115

Responsible AI AI Developer AI Development OpenAI 115

ODSC - Open Data Science

APRIL 2, 2025

Led by thought leaders like Sheamus McGovern, Founder of ODSC and Head of AI at Cortical Ventures, alongside Ali Hesham, a skilled Data Engineer from Ralabs, this bootcamp isnt just another courseits a launchpad for technical teams ready to take AI adoption seriously. Watch the full webinar of this topic on-demand here on Ai+ Training!

Prompt Engineering 52

Prompt Engineering Prompt Engineer Large Language Models ML Engineer 52

IBM Journey to AI blog

AUGUST 19, 2024

Synthetic data , artificially generated information designed to mimic real-world scenarios, is rapidly gaining traction in AI development. NVIDIA recently announced Nemotron-4 340B , a family of open models designed to generate synthetic data for training large language models (LLMs) across various industries.

Large Language Models 112

Large Language Models Explainability AI Developer AI Development 112

Marktechpost

OCTOBER 23, 2024

Differentiating human-authored content from AI-generated content, especially as AI becomes more natural, is a critical challenge that demands effective solutions to ensure transparency. Conclusion Google’s decision to open-source SynthID for AI text watermarking represents a significant step towards responsible AI development.

Large Language Models 109

Large Language Models Responsible AI Inference Engine Metadata 109

Marktechpost

OCTOBER 20, 2024

Open Collective has recently introduced the Magnum/v4 series, which includes models of 9B, 12B, 22B, 27B, 72B, and 123B parameters. This release marks a significant milestone for the open-source community, as it aims to create a new standard in large language models that are freely available for researchers and developers.

Large Language Models 109

Large Language Models Natural Language Processing Inference Engine AI Developer 109

Marktechpost

OCTOBER 18, 2024

As a result, the potential for real-time optimization of agentic systems could be improved, slowing their progress in real-world applications like code generation and software development. The lack of effective evaluation methods poses a serious problem for AI research and development.

Large Language Models 109

Large Language Models LLM AI Developer AI Development 109

Snorkel AI

MARCH 4, 2025

Large language models (LLMs) have revolutionized how we interact with technology, enabling everything from AI-powered customer service to advanced research tools. However, as these models grow more powerful, they also become more unpredictable. Learn how to get more value from your PDF documents! Sign up here!

LLM 52

LLM Large Language Models Data Quality Prompt Engineer 52

Marktechpost

JULY 26, 2024

Fundamental Large Language Models (LLMs) such as GPT-4, Gemini, and Claude have demonstrated notable capabilities, matching or exceeding human performance. In this context, benchmarks become difficult but necessary tools for distinguishing various models and pinpointing their limitations.

Large Language Models 104

Large Language Models AI AI Chatbots 104

Marktechpost

AUGUST 2, 2024

Large Language Models (LLMs) have gained significant traction in various domains, revolutionizing applications from conversational agents to content generation. These models demonstrate exceptional capabilities in comprehending and producing human-like text, enabling sophisticated applications across diverse fields.

LLM 104

LLM Large Language Models AI AI 104

Marktechpost

SEPTEMBER 12, 2024

OpenAI has once again pushed the boundaries of AI with the release of OpenAI Strawberry o1 , a large language model (LLM) designed specifically for complex reasoning tasks. OpenAI o1 represents a significant leap in AI’s ability to reason, think critically, and improve performance through reinforcement learning.

OpenAI 113

OpenAI Large Language Models LLM AI 113

Marktechpost

OCTOBER 24, 2024

The rapid growth of large language models (LLMs) has brought significant advancements across various sectors, but it has also presented considerable challenges. Check out the Details and Try the model here. All credit for this research goes to the researchers of this project. Don’t Forget to join our 55k+ ML SubReddit.

Large Language Models 120

Large Language Models NLP Natural Language Processing Inference Engine 120

Marktechpost

AUGUST 9, 2024

LG AI Research has recently announced the release of EXAONE 3.0. The release as an open-source large language model is unique to the current version with great results and 7.8B LG AI Research is driving a new development direction, marking it competitive with the latest technology trends. parameters.

AI Researcher 109

AI Researcher AI Research NLP Natural Language Processing 109

Marktechpost

JULY 23, 2024

As large language models surpass human-level capabilities, providing accurate supervision becomes increasingly difficult. Weak-to-strong learning, which uses a less capable model to enhance a stronger one, offers potential benefits but needs testing for complex reasoning tasks.

Large Language Models 101

Large Language Models AI AI ML 101

Marktechpost

AUGUST 29, 2024

Cerebras Systems has set a new benchmark in artificial intelligence (AI) with the launch of its groundbreaking AI inference solution. The announcement offers unprecedented speed and efficiency in processing large language models (LLMs). If you like our work, you will love our newsletter.

Generative AI 116

Generative AI Large Language Models AI AI 116

Marktechpost

AUGUST 22, 2024

NVIDIA has introduced Mistral-NeMo-Minitron 8B , a highly sophisticated large language model (LLM). This model continues their work in developing state-of-the-art AI technologies. The Mistral-NeMo-Minitron 8B was created using width-pruning derived from the larger Mistral NeMo 12B model.

AI Modeling 104

AI Modeling Large Language Models Natural Language Processing AI 104

Snorkel AI

JANUARY 8, 2025

In todays fast-paced AI landscape, seamless integration between data platforms and AI development tools is critical. At Snorkel, weve partnered with Databricks to create a powerful synergy between their data lakehouse and our Snorkel Flow AI data development platform. Sign up here!

AI Developer 52

AI Developer AI Development Data Ingestion LLM 52

Marktechpost

NOVEMBER 14, 2024

In recent years, large language models (LLMs) have become a cornerstone of AI, powering chatbots, virtual assistants, and a variety of complex applications. Despite their success, a significant problem has emerged: the plateauing of the scaling laws that have historically driven model advancements.

Large Language Models 83

Large Language Models AI Developer AI Development Chatbots 83

Marktechpost

AUGUST 6, 2024

The introduction of Sphynx aims to enhance the robustness and reliability of hallucination detection models through dynamic testing and fuzzing techniques. Hallucinations represent a significant issue in large language models (LLMs). If you like our work, you will love our newsletter.

Large Language Models 109

Large Language Models Algorithm AI AI 109

Marktechpost

AUGUST 9, 2024

LiveBench AI’s user-friendly interface allows seamless integration into existing workflows. The platform is designed to be accessible to novice and experienced AI practitioners, making it a versatile tool for many users. LiveBench AI addresses the critical challenges faced by AI developers today.

LLM 113

LLM Data Scientist Deep Learning AI 113

Marktechpost

NOVEMBER 14, 2024

This library uses large language models (LLMs) to power its multi-agent systems, making the simulated agents more adaptable and responsive to their environment. TinyTroupe was designed to go beyond traditional methods, leveraging the context-rich responses that LLMs provide to create more nuanced interactions between agents.

Python 94

Python LLM Large Language Models AI 94

Marktechpost

SEPTEMBER 23, 2024

OpenAI’s decision to introduce the MMMLU dataset addresses this challenge by offering a robust, multilingual, and multitask dataset designed to assess the performance of large language models (LLMs) on various tasks. This allows for a more granular understanding of a model’s strengths and weaknesses across different domains.

OpenAI 123

OpenAI NLP Natural Language Processing Large Language Models 123

Marktechpost

JULY 31, 2024

In AI, developing language models that can efficiently and accurately perform diverse tasks while ensuring user privacy and ethical considerations is a significant challenge. These models must handle various data types and applications without compromising performance or security. Check out the Paper.

Neural Network 117

Neural Network Responsible AI AI AI 117