Marktechpost

DECEMBER 19, 2024

Hugging Face Releases Picotron: A New Approach to LLM Training Hugging Face has introduced Picotron, a lightweight framework that offers a simpler way to handle LLM training. Conclusion Picotron represents a step forward in LLM training frameworks, addressing long-standing challenges associated with 4D parallelization.

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LLM Natural Language Processing Large Language Models AI Researcher 107

NVIDIA

MARCH 18, 2025

As generative AI capabilities expand, NVIDIA is equipping developers with the tools to seamlessly integrate AI into creative projects, applications and games to unlock groundbreaking experiences on NVIDIA RTX AI PCs and workstations.

AI Development 104

AI Development AI Developer Machine Learning Chatbots 104

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.

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Explainability Generative AI AI Tools Algorithm 273

Unite.AI

JANUARY 21, 2025

With that in mind, AI innovators and leaders have spent the past quarter of a century aggregating data and advancing the models to attain the software that powers generative AI. AI represents the peak of software: An amorphous tool that can reproduce tools to solve problems across abstraction layers.

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AWS Machine Learning Blog

FEBRUARY 21, 2025

Similar to how a customer service team maintains a bank of carefully crafted answers to frequently asked questions (FAQs), our solution first checks if a users question matches curated and verified responses before letting the LLM generate a new answer. No LLM invocation needed, response in less than 1 second.

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LLM Large Language Models Natural Language Processing Machine Learning 108

AWS Machine Learning Blog

JANUARY 28, 2025

Evaluating large language models (LLMs) is crucial as LLM-based systems become increasingly powerful and relevant in our society. Rigorous testing allows us to understand an LLMs capabilities, limitations, and potential biases, and provide actionable feedback to identify and mitigate risk.

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LLM Large Language Models ML Algorithm 93

AWS Machine Learning Blog

FEBRUARY 20, 2025

The company is committed to ethical and responsible AI development with human oversight and transparency. Verisk is using generative AI to enhance operational efficiencies and profitability for insurance clients while adhering to its ethical AI principles.

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Generative AI LLM Auto-classification Categorization 101

AI News

APRIL 17, 2024

Ikigai is helping organisations transform sparse, siloed enterprise data into predictive and actionable insights with a generative AI platform specifically designed for structured, tabular data. How would you describe the current generative AI landscape, and how do you envision it developing in the future?

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AWS Machine Learning Blog

FEBRUARY 12, 2025

The evaluation of large language model (LLM) performance, particularly in response to a variety of prompts, is crucial for organizations aiming to harness the full potential of this rapidly evolving technology. Both features use the LLM-as-a-judge technique behind the scenes but evaluate different things.

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LLM Generative AI Automation Machine Learning 87

Towards AI

JANUARY 20, 2025

Are you using LLMs to their full potential? Thats where the 8-Hour Generative AI Primer comes in. In just 1 day, youll have: A working LLM prototype (no-code or low-code). The confidence to integrate AI into your workflows effectively. The ability to know how to identify which AI developments matter to you.

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Generative AI Software Development ChatGPT LLM 98

AWS Machine Learning Blog

NOVEMBER 7, 2024

While organizations continue to discover the powerful applications of generative AI , adoption is often slowed down by team silos and bespoke workflows. To move faster, enterprises need robust operating models and a holistic approach that simplifies the generative AI lifecycle.

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Generative AI Machine Learning AI AI 104

Unite.AI

OCTOBER 20, 2023

AI models in production. Today, seven in 10 companies are experimenting with generative AI, meaning that the number of AI models in production will skyrocket over the coming years. As a result, industry discussions around responsible AI have taken on greater urgency. In 2022, companies had an average of 3.8

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Responsible AI Generative AI AI AI 278

Unite.AI

JANUARY 24, 2025

Claudionor Coelho is the Chief AI Officer at Zscaler, responsible for leading his team to find new ways to protect data, devices, and users through state-of-the-art applied Machine Learning (ML), Deep Learning and Generative AI techniques. Previously, Coelho was a Vice President and Head of AI Labs at Palo Alto Networks.

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Deep Learning Generative AI AI AI 246

NVIDIA

FEBRUARY 26, 2025

Generative AI is redefining computing, unlocking new ways to build, train and optimize AI models on PCs and workstations. From content creation and large and small language models to software development, AI-powered PCs and workstations are transforming workflows and enhancing productivity.

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AI Development AI Developer Software Engineer Computer Vision 69

IBM Journey to AI blog

SEPTEMBER 28, 2023

According to a recent IBV study , 64% of surveyed CEOs face pressure to accelerate adoption of generative AI, and 60% lack a consistent, enterprise-wide method for implementing it. These enhancements have been guided by IBM’s fundamental strategic considerations that AI should be open, trusted, targeted and empowering.

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Generative AI Large Language Models AI AI 248

NVIDIA

JANUARY 16, 2025

New NVIDIA NIM microservices for AI guardrails part of the NVIDIA NeMo Guardrails collection of software tools are portable, optimized inference microservices that help companies improve the safety, precision and scalability of their generative AI applications.

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AWS Machine Learning Blog

APRIL 7, 2025

Developing generative AI agents that can tackle real-world tasks is complex, and building production-grade agentic applications requires integrating agents with additional tools such as user interfaces, evaluation frameworks, and continuous improvement mechanisms.

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Generative AI AI AI LLM 57

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 334

deepsense.ai

SEPTEMBER 11, 2023

Instead of dreaming up dystopian visions, it is better to know the possibilities that AI tools like GitHub Copilot or ChatGPT open up to complement and streamline your workflow. Don’t give up on being a developer According to a 2019 report by the UK Office for National Statistics, software engineers face a 27.4%

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AI Developer AI Development Generative AI Software Engineer 105

Towards AI

OCTOBER 31, 2024

Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! We’re also excited to share updates on Building LLMs for Production, now available on our own platform: Towards AI Academy. Learn AI Together Community section! AI poll of the week!

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AWS Machine Learning Blog

JULY 10, 2024

As the adoption of generative AI continues to grow, many organizations face challenges in efficiently developing and managing prompts. Also, modern applications often require chaining or routing logics that add complexity to the development. This involves integrating the prompt into a larger system or workflow.

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Generative AI AI Development AI Developer Chatbots 118

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

NVIDIA

MARCH 18, 2024

NVIDIA GTC , running this week at the San Jose Convention Center, will spotlight the groundbreaking work NVIDIA and its partners are doing to bring the transformative power of generative AI , large language models and visual language models to the mobility sector. Li Auto unveiled its multimodal cognitive model, Mind GPT, in June.

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Generative AI AI Developer AI Development Auto-complete 109

NVIDIA

MARCH 18, 2025

speedups for text-to-video generation, nearly 2x faster inference for recommender systems and over 2x speedups for rendering. Content creation, semiconductor manufacturing and genomics analysis companies are already set to harness its capabilities to accelerate compute-intensive, AI-enabled workflows.

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AI AI Generative AI Computer Vision 113

NVIDIA

APRIL 9, 2024

NVIDIA and Google Cloud have announced a new collaboration to help startups around the world accelerate the creation of generative AI applications and services. Startups in particular are constrained by the high costs associated with AI investments. The new instances will double the GPU-to-GPU network bandwidth from A3 VMs.

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AI Development AI Developer Generative AI Inference Engine 136

Flipboard

NOVEMBER 26, 2024

GitHub Copliot seemed to respond three weeks ago by ditching OpenAI exclusivity , and allowing developers to also use Anthrophic’s newest LLM model for code generation. Several developers like the dedicated chat window, where you can interact with an LLM without leaving the development environment.

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Software Engineer LLM ChatGPT AI Tools 177

Towards AI

JANUARY 20, 2025

Author(s): Towards AI Editorial Team Originally published on Towards AI. Much of becoming a great LLM developer and building a great LLM product is about integrating advanced techniques and customization to help an LLM pipeline ultimately cross a threshold where the product is good enough for widescale adoption.

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LLM Large Language Models ChatGPT Software Development 104

AWS Machine Learning Blog

DECEMBER 5, 2024

As generative AI continues to drive innovation across industries and our daily lives, the need for responsible AI has become increasingly important. At AWS, we believe the long-term success of AI depends on the ability to inspire trust among users, customers, and society.

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Responsible AI AI Tools AI AI 100

Snorkel AI

JANUARY 22, 2025

So, how do enterprises ensure that their models responses comply with company policies and general decency? They use a process called LLM alignment. Large language model alignment uses a data-centric approach to encourage generative AI outputs to abide by organizational values, principles, or best practices. Lets dive in.

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Large Language Models LLM Data Scientist Neural Network 59

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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Unite.AI

JULY 19, 2024

That's an AI hallucination, where the AI fabricates incorrect information. Studies show that 3% to 10% of the responses that generative AI generates in response to user queries contain AI hallucinations. To deal with this issue, various tools have been developed to detect and correct LLM inaccuracies.

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LLM AI AI Data Quality 274

Unite.AI

FEBRUARY 14, 2025

The company aims to establish itself as a leader in AI security by combining expertise in machine learning, cybersecurity, and large-scale cloud operations. Its team brings deep experience in AI development, reverse engineering, and multi-cloud Kubernetes deployment, addressing the critical challenges of securing AI-driven technologies.

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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 308

NVIDIA

MAY 23, 2023

Generative AI — in the form of large language model (LLM) applications like ChatGPT, image generators such as Stable Diffusion and Adobe Firefly, and game rendering techniques like NVIDIA DLSS 3 Frame Generation — is rapidly ushering in a new era of computing for productivity, content creation, gaming and more.

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AWS Machine Learning Blog

MARCH 14, 2025

Finally, metrics such as ROUGE and F1 can be fooled by shallow linguistic similarities (word overlap) between the ground truth and the LLM response, even when the actual meaning is very different. With a strong background in AI/ML, Ishan specializes in building Generative AI solutions that drive business value.

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Generative AI Responsible AI Automation LLM 85

Unite.AI

FEBRUARY 11, 2025

While the industry continues to attract unprecedented levels of investment and attentionespecially within the generative AI landscapeseveral underlying market dynamics suggest we're heading toward a big shift in the AI landscape in the coming year.

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Large Language Models LLM OpenAI Artificial Intelligence 129

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. Custom generative AI requires time and energy to maintain projects.

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LLM Generative AI Large Language Models AI 128