Unite.AI

NOVEMBER 17, 2024

As developers and researchers push the boundaries of LLM performance, questions about efficiency loom large. Despite these challenges, the findings offer a clear opportunity to refine AI development practices. The post Rethinking Scaling Laws in AI Development appeared first on Unite.AI.

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Unite.AI

SEPTEMBER 7, 2023

Today, there are numerous proprietary and open-source LLMs in the market that are revolutionizing industries and bringing transformative changes in how businesses function. Despite rapid transformation, there are numerous LLM vulnerabilities and shortcomings that must be addressed.

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LLM Large Language Models Prompt Engineer Prompt Engineering 173

databricks

JULY 22, 2024

Evaluating long-form LLM outputs quickly and accurately is critical for rapid AI development. As a result, many developers wish to deploy LLM-as-judge methods.

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LLM AI Development AI Developer AI 143

Analytics Vidhya

MARCH 26, 2024

Introduction China’s biggest generative artificial intelligence (AI) developers, including Baidu and Alibaba Group Holding, have rushed to upgrade their chatbots to handle super-long texts of up to 10 million Chinese characters.

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Chatbots Large Language Models Artificial Intelligence Artificial Intelligence 303

Towards AI

NOVEMBER 5, 2024

However, a large amount of work has to be delivered to access the potential benefits of LLMs and build reliable products on top of these models. This work is not performed by machine learning engineers or software developers; it is performed by LLM developers by combining the elements of both with a new, unique skill set.

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LLM Machine Learning Software Development AI Development 128

Marktechpost

JULY 24, 2024

Because LLMs are inherently random, building reliable software (like LLM agents) requires continuous monitoring, a systematic approach to testing modifications, and quick iteration on fundamental logic and prompts. Developers can immediately import an open-source package that generates code without abstractions from these graphs.

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LLM AI Development AI Developer Software Development 111

Unite.AI

MAY 21, 2024

Amidst Artificial Intelligence (AI) developments, the domain of software development is undergoing a significant transformation. Traditionally, developers have relied on platforms like Stack Overflow to find solutions to coding challenges. Finally, ethical considerations are also integral to future strategies.

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AI Development AI Developer Software Development Large Language Models 147

Unite.AI

DECEMBER 29, 2023

As AI technologies increasingly demonstrate capabilities to generate human-like content, this legal action brings to the fore the challenging questions about the extent to which existing content can be used in AI development without infringing on copyright laws.

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OpenAI LLM Large Language Models ChatGPT 162

AI News

NOVEMBER 28, 2024

Reportedly led by a dozen AI researchers, scientists, and investors, the new training techniques, which underpin OpenAI’s recent ‘o1’ model (formerly Q* and Strawberry), have the potential to transform the landscape of AI development. Scaling the right thing matters more now,” they said.

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NVIDIA

APRIL 9, 2024

Teams from the companies worked closely together to accelerate the performance of Gemma — built from the same research and technology used to create Google DeepMind’s most capable model yet, Gemini — with NVIDIA TensorRT-LLM , an open-source library for optimizing large language model inference, when running on NVIDIA GPUs.

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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.

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Big Data Large Language Models LLM AI 325

Towards AI

NOVEMBER 14, 2024

This week, I am super excited to finally announce that we released our first independent industry-focus course: From Beginner to Advanced LLM Developer. It is a one-stop conversion for software developers, machine learning engineers, data scientists, or AI/Computer Science students. Check the course here!

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LLM Machine Learning Python Prompt Engineer 116

NVIDIA

MARCH 18, 2024

Generative AI for Automotive in Full Force at GTC Several NVIDIA partners at GTC are also showcasing their latest generative AI developments using NVIDIA’s edge-to-cloud technology: Cerence’s CaLLM is an automotive-specific LLM that serves as the foundation for the company’s next-gen in-car computing platform, running on NVIDIA DRIVE.

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Generative AI AI Development AI Developer Auto-complete 121

Unite.AI

JULY 19, 2024

To deal with this issue, various tools have been developed to detect and correct LLM inaccuracies. While each tool has its strengths and weaknesses, they all play a crucial role in ensuring the reliability and trustworthiness of AI as it continues to evolve 1. This helps developers to understand and fix the root cause.

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LLM AI AI Data Quality 279

AI News

MARCH 1, 2024

Musk, who has long voiced concerns about the risks posed by AI, has called for robust government regulation and responsible AI development. See also: Mistral AI unveils LLM rivalling major players Want to learn more about AI and big data from industry leaders?

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OpenAI Big Data Responsible AI LLM 321

Unite.AI

OCTOBER 23, 2023

Over the past few years, Large Language Models (LLMs) have garnered attention from AI developers worldwide due to breakthroughs in Natural Language Processing (NLP). MLLMs or Multimodal Large Language Models : Using pre-trained LLM models to explore their applications & effectiveness in generating multimodal data.

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Large Language Models LLM Natural Language Processing BERT 312

Marktechpost

MARCH 1, 2024

In recent research, the concept of radioactivity in the context of Large Language Models (LLMs) has been discussed, with particular attention to the detectability of texts created by LLMs. Here, radioactivity refers to the detectable residues left in a model that has been refined using information produced by an additional LLM.

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LLM Large Language Models AI AI 115

NVIDIA

NOVEMBER 15, 2023

New optimizations, models and resources announced at Microsoft Ignite will help developers deliver new end-user experiences, quicker. TensorRT-LLM for Windows will soon be compatible with OpenAI’s popular Chat API through a new wrapper. The next TensorRT-LLM release, v0.6.0 Up to 5X performance with the new TensorRT-LLM v0.6.0.

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LLM Generative AI Large Language Models AI 144

Flipboard

DECEMBER 5, 2024

Athina is a complete AI development platform that enables AI teams to build, test, and monitor LLM-powered applications. Teams can collaborate on prompts, flows and datasets, run experiments, compare / measure LLM outputs and monitor in production.

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LLM AI Development AI Developer AI 156

Marktechpost

AUGUST 12, 2024

Researchers addressed the complexity and fragmentation of developing autonomous AI agents and Large Language Model (LLM) workflows by releasing a typescript open-source platform. Nous provides a unified framework to simplify development by offering standardized tools and promoting interoperability among AI components.

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LLM Large Language Models Artificial Intelligence Artificial Intelligence 110

Unite.AI

DECEMBER 1, 2023

As we continue to integrate AI more deeply into various sectors, the ability to interpret and understand these models becomes not just a technical necessity but a fundamental requirement for ethical and responsible AI development. Impact of the LLM Black Box Problem 1.

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LLM Machine Learning Explainability Algorithm 264

deepsense.ai

SEPTEMBER 11, 2023

There is an increased demand in the job market for developers who are capable of adopting AI tools and willing to do so, with employers valuing the higher efficiency and enriched skill set that these individuals bring to the table. First and foremost, acquaint yourself with the general architecture of LLM models.

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AI Development AI Developer Generative AI Software Engineer 105

Unite.AI

MARCH 11, 2024

As we navigate the recent artificial intelligence (AI) developments, a subtle but significant transition is underway, moving from the reliance on standalone AI models like large language models (LLMs) to the more nuanced and collaborative compound AI systems like AlphaGeometry and Retrieval Augmented Generation (RAG) system.

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AI Modeling Neural Network Large Language Models AI 303

Marktechpost

MAY 25, 2024

Unlocking the potential of large multimodal language models (MLLMs) to handle diverse modalities like speech, text, image, and video is a crucial step in AI development. Don’t Forget to join our 42k+ ML SubReddit The post Uni-MoE: A Unified Multimodal LLM based on Sparse MoE Architecture appeared first on MarkTechPost.

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LLM ML AI Development AI Developer 131

Unite.AI

SEPTEMBER 18, 2024

Responsible Development: The company remains committed to advancing safety and neutrality in AI development. Claude 3 represents a significant advancement in LLM technology, offering improved performance across various tasks, enhanced multilingual capabilities, and sophisticated visual interpretation. Visit Claude 3 → 2.

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Large Language Models Natural Language Processing Artificial Intelligence Artificial Intelligence 300

AWS Machine Learning Blog

JULY 10, 2024

By understanding and optimizing each stage of the prompting lifecycle and using techniques like chaining and routing, you can create more powerful, efficient, and effective generative AI solutions. Let’s dive into the new features in Amazon Bedrock and explore how they can help you transform your generative AI development process.

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Generative AI AI Development AI Developer Chatbots 134

Unite.AI

OCTOBER 18, 2023

Large Language Models (LLMs) are currently one of the most discussed topics in mainstream AI. Developers worldwide are exploring the potential applications of LLMs. Large language models are intricate AI algorithms.

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Large Language Models LLM Auto-complete Automation 290

AI News

OCTOBER 14, 2024

These new facilities will provide the UK with increased computing power and data storage capabilities, essential for training and deploying next-generation AI technologies. The largest single investment comes from Washington DC-based CloudHQ, which plans to develop a £1.9 billion data centre campus in Didcot, Oxfordshire.

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Big Data AI Development AI Developer LLM 303

Flipboard

APRIL 19, 2023

“Vector databases are the natural extension of their (LLMs) capabilities,” Zayarni explained to TechCrunch. Qdrant, an open source vector database startup, wants to help AI developers leverage unstructured data by Paul Sawers originally published on TechCrunch ” Investors have been taking note, too. .

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AI Development AI Developer Large Language Models Categorization 123

Marktechpost

JANUARY 16, 2024

A large team of Researchers from world-class universities, institutions, and labs have introduced a comprehensive framework, TRUST LLM. The TRUST LLM framework aims to establish a benchmark for evaluating these aspects in mainstream LLMs. The TRUST LLM framework offers a nuanced approach to evaluating large language models.

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LLM Large Language Models Natural Language Processing Artificial Intelligence 110

Marktechpost

OCTOBER 7, 2024

While Autoregressive Large Language Models (LLMs) have excelled in generating coherent and lengthy sequences of tokens in natural language processing, their application in video generation has been limited to short videos of a few seconds. Training a video generation model like Loong involves a unique process. Let’s collaborate!

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LLM Large Language Models Natural Language Processing ML 119

AI News

FEBRUARY 22, 2024

[link] — Google Communications (@Google_Comms) February 22, 2024 While acknowledging the need to address diversity in AI-generated content, some argue that Google’s response has been an overcorrection.

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Unite.AI

NOVEMBER 13, 2023

As we delve deeper into the specifics of the H200, its technical prowess, and the implications for the AI sector and broader tech community, it's clear that Nvidia is not just responding to the current demands but also shaping the future of AI development.

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Marktechpost

OCTOBER 8, 2024

Don’t Forget to join our 50k+ ML SubReddit Interested in promoting your company, product, service, or event to over 1 Million AI developers and researchers? The post From Prediction to Reasoning: Evaluating o1’s Impact on LLM Probabilistic Biases appeared first on MarkTechPost. Let’s collaborate!

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LLM Large Language Models OpenAI Python 121

Marktechpost

OCTOBER 5, 2024

This model represents a significant advancement in LLM research by seamlessly integrating vision, language, and speech capabilities. The vision encoder captures high-resolution visual features, projecting them into the text embedding space, while the speech encoder transforms speech into discrete units that the LLM can process.

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LLM Large Language Models Artificial Intelligence Artificial Intelligence 111

Unite.AI

NOVEMBER 11, 2024

Rather than having a memory in the human sense, LLMs encode these patterns into billions of parameters, which are numerical values that dictate how the model predicts and generates responses based on input prompts. LLMs do not have explicit memory storage like humans. LLMs, on the other hand, are static after training.

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LLM Large Language Models Natural Language Processing BERT 182

Marktechpost

OCTOBER 5, 2024

Large Language Models (LLMs) have become integral to numerous AI systems, showcasing remarkable capabilities in various applications. However, as the demand for processing long-context inputs grows, researchers face significant challenges in optimizing LLM performance.

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