Unite.AI

SEPTEMBER 4, 2023

However, the world of LLMs isn't simply a plug-and-play paradise; there are challenges in usability, safety, and computational demands. In this article, we will dive deep into the capabilities of Llama 2 , while providing a detailed walkthrough for setting up this high-performing LLM via Hugging Face and T4 GPUs on Google Colab.

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AssemblyAI

MARCH 11, 2024

Now, LLMs can create content, write stories, solve complex problems, and even mimic human-like conversations with uncanny accuracy. Below, we'll walk you through all the top LLM use cases and applications in 2024. What is an LLM (and what do you use it for)? This LLM use case makes education more accessible and practical.

LLM 147

LLM Large Language Models Data Analysis Auto-complete 147

Unite.AI

APRIL 18, 2024

This user-friendly interface not only enhances performance but also accelerates adoption among developers, making AI-assisted software development more accessible and approachable. SWE agent LLM LLM Agents: Orchestrating Task Automation LLM agents are sophisticated software entities designed to automate the execution of complex tasks.

Software Engineer 261

Software Engineer Software Development LLM Auto-complete 261

AWS Machine Learning Blog

DECEMBER 4, 2024

The NVIDIA Nemotron family, available as NVIDIA NIM microservices, offers a cutting-edge suite of language models now available through Amazon Bedrock Marketplace, marking a significant milestone in AI model accessibility and deployment. Choose from the available models, such as Nemotron-4 15B.

Machine Learning 101

Machine Learning Large Language Models Data Scarcity Auto-complete 101

IBM Journey to AI blog

SEPTEMBER 19, 2023

Auto-generated code suggestions can increase developers’ productivity and optimize their workflow by providing straightforward answers, handling routine coding tasks, reducing the need to context switch and conserving mental energy. How does generative AI code generation work?

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Unite.AI

SEPTEMBER 13, 2024

As the demand for large language models (LLMs) continues to rise, ensuring fast, efficient, and scalable inference has become more crucial than ever. NVIDIA's TensorRT-LLM steps in to address this challenge by providing a set of powerful tools and optimizations specifically designed for LLM inference.

Large Language Models 130

Large Language Models LLM Natural Language Processing Auto-complete 130

NVIDIA

OCTOBER 17, 2023

And GeForce RTX and NVIDIA RTX GPUs, which are packed with dedicated AI processors called Tensor Cores, are bringing the power of generative AI natively to more than 100 million Windows PCs and workstations. This follows the announcement of TensorRT-LLM for data centers last month.

Large Language Models 124

Large Language Models LLM Auto-complete Generative AI 124

Unite.AI

JANUARY 22, 2025

That requires first preparing and encoding data to load into a vector database, and then retrieving data via search to add to any prompt as context as input to a Large Language Model (LLM) that hasnt been trained using this data. So the data needs to be prepared in such a way to work well for both vector searches and for LLMs.

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AWS Machine Learning Blog

MARCH 13, 2025

DeepSeek-R1 , developed by AI startup DeepSeek AI , is an advanced large language model (LLM) distinguished by its innovative, multi-stage training process. The model employs a chain-of-thought (CoT) approach that systematically breaks down complex queries into clear, logical steps.

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Unite.AI

MAY 28, 2024

MonsterAPI leverages lower cost commodity GPUs from crypto mining farms to smaller idle data centres to provide scalable, affordable GPU infrastructure for machine learning, allowing developers to access, fine-tune, and deploy AI models at significantly reduced costs without writing a single line of code.

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Flipboard

MARCH 18, 2025

Its been gradual, but generative AI models and the apps they power have begun to measurably deliver returns for businesses. Organizations across many industries believe their employees are more productive and efficient with AI tools such as chatbots and coding assistants at their side.

Large Language Models 135

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Unite.AI

MAY 29, 2024

Source: A pipeline on Generative AI This figure of a generative AI pipeline illustrates the applicability of models such as BERT, GPT, and OPT in data extraction. These LLMs can perform various NLP operations, including data extraction. Image and Document Processing Multimodal LLMs have completely replaced OCR.

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Unite.AI

AUGUST 1, 2023

OpenAI has been instrumental in developing revolutionary tools like the OpenAI Gym, designed for training reinforcement algorithms, and GPT-n models. The spotlight is also on DALL-E, an AI model that crafts images from textual inputs. Generative models like GPT-4 can produce new data based on existing inputs.

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Unite.AI

DECEMBER 10, 2024

Gentrace , a cutting-edge platform for testing and monitoring generative AI applications, has announced the successful completion of an $8 million Series A funding round led by Matrix Partners , with contributions from Headline and K9 Ventures. In contrast, Gentraces no-code interface allows users to test AI systems intuitively.

Generative AI 147

Generative AI Auto-complete LLM DevOps 147

NVIDIA

MARCH 6, 2024

AI can be thought of as the ability for a device to perform tasks autonomously, by ingesting and analyzing enormous amounts of data, then recognizing patterns in that data — often referred to as being “trained.” For this reason, AI is broadly seen as both disruptive and highly transformational. It’s up to 4.5x faster on RTX vs. Mac.

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NVIDIA

MARCH 18, 2024

These technologies together enable NVIDIA Avatar Cloud Engine , or ACE, and multimodal language models to work together with the NVIDIA DRIVE platform to let automotive manufacturers develop their own intelligent in-car assistants. Li Auto unveiled its multimodal cognitive model, Mind GPT, in June.

Generative AI 107

Generative AI AI Development AI Developer Auto-complete 107

Unite.AI

MARCH 25, 2025

Botpress Botpress is an open-sourceorigin platform and one of the most developer-friendly options for building AI chatbots and virtual agents. It provides a complete toolkit to design, train, and deploy AI-driven support bots, harnessing the latest in large language models (LLMs). Visit Dante 4.

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AWS Machine Learning Blog

NOVEMBER 26, 2024

For years, Rad AI has been a reliable partner to radiology practices and health systems, consistently delivering high availability and generating complete results seamlessly in 0.5–3 In this post, we share how Rad AI reduced real-time inference latency by 50% using Amazon SageMaker. 3 seconds, with minimal latency.

Machine Learning 107

Machine Learning ML Automation AI 107

Marktechpost

JULY 15, 2023

In recent years, the landscape of conversational AI has evolved drastically, especially with the launch of ChatGPT. Here are some other open-source large language models (LLMs) that are revolutionizing conversational AI. LLaMA Release date : February 24, 2023 LLaMa is a foundational LLM developed by Meta AI.

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AWS Machine Learning Blog

MAY 17, 2024

FMs and LLMs, even though they’re pre-trained, can continue to learn from data inputs or prompts during inference. A prompt is the information you pass into an LLM to elicit a response. This includes task context, data that you pass to the model, conversation and action history, instructions, and even examples.

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Generative AI LLM Prompt Engineer Prompt Engineering 136

IBM Journey to AI blog

JULY 17, 2023

Generative AI has the potential to significantly disrupt customer care, leveraging large language models (LLMs) and deep learning techniques designed to understand complex inquiries and offer to generate more human-like conversational responses.

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AWS Machine Learning Blog

JULY 24, 2024

They are committed to enhancing the performance and capabilities of AI models, with a particular focus on large language models (LLMs) for use with Einstein product offerings. These models are designed to provide advanced NLP capabilities for various business applications.

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AWS Machine Learning Blog

MAY 2, 2024

This post showcases a reward modeling technique to efficiently customize LLMs for an organization by programmatically defining rewards functions that capture preferences for model behavior. We demonstrate an approach to deliver LLM results tailored to an organization without intensive, continual human judgement.

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LLM Auto-complete Auto-classification Artificial Intelligence 114

Artificial Corner

AUGUST 29, 2023

If you want to scale up your projects or even simply use more powerful AI models, you need more resources. In this article, we will explore beam.cloud , an easy and powerful swiss-army-knife for running LLMs and code directly on the cloud. I don’t even have an Nvidia GPU so I am stuck with my 16 GB of RAM and my CPU.

LLM 98

LLM Python Large Language Models Auto-complete 98

NVIDIA

APRIL 3, 2024

ACE microservices allow developers to integrate state-of-the-art generative AI models into digital avatars in games and applications. NPCs tap up to four AI models to hear, process, generate dialogue and respond. With ACE microservices, NPCs can dynamically interact and converse with players in-game and in real time.

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AWS Machine Learning Blog

SEPTEMBER 5, 2023

These customers are looking into foundation models, such as TII Falcon, Stable Diffusion XL, or OpenAI’s GPT-3.5, as the engines that power the generative AI innovation. To make sure that our endpoint can scale down to zero, we need to configure auto scaling on the asynchronous endpoint using Application Auto Scaling.

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AWS Machine Learning Blog

NOVEMBER 15, 2023

Llama 2 stands at the forefront of AI innovation, embodying an advanced auto-regressive language model developed on a sophisticated transformer foundation. Its model parameters scale from an impressive 7 billion to a remarkable 70 billion. In this post, we explore best practices for prompting the Llama 2 Chat LLM.

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LLM Large Language Models Chatbots Artificial Intelligence 117

AWS Machine Learning Blog

SEPTEMBER 12, 2024

Hallucinations – LLMs have a remarkable ability to respond to natural language, and clearly encode significant amounts of knowledge. An LLM doesn’t model facts so much as it models language. Legal research is a critical area for Thomson Reuters customers—it needs to be as complete as possible. 55 440 0.1

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AWS Machine Learning Blog

AUGUST 22, 2024

With AI-powered analysis, the process of reviewing an average file of a few hundred pages is reduced to minutes with Discovery Navigator. It employs sophisticated AI to extract medical information from records, providing users with structured information that can be easily reviewed and uploaded into their claims management system.

Generative AI 111

Generative AI Auto-complete Software Development Automation 111

ODSC - Open Data Science

MARCH 1, 2024

Open Data Science Blog Recap Paris-based Mistral AI is emerging as a formidable challenger to industry giants like OpenAI and Anthropic. Auto Prompt is a prompt optimization framework designed to enhance and perfect your prompts for real-world use cases and automatically generates high-quality, detailed prompts tailored to user intentions.

Large Language Models 98

Large Language Models Neural Network Artificial Intelligence Artificial Intelligence 98

AWS Machine Learning Blog

NOVEMBER 1, 2023

Visual language processing (VLP) is at the forefront of generative AI, driving advancements in multimodal learning that encompasses language intelligence, vision understanding, and processing. Solution overview The proposed VLP solution integrates a suite of state-of-the-art generative AI modules to yield accurate multimodal outputs.

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Unite.AI

NOVEMBER 2, 2023

Marketing optimization: One of the major advantages of AI-powered call insights is the ease of integrating it with different systems, including CRM platforms like HubSpot and various marketing automation tools. hours of english audio data LeMUR – LLM utilized to analyze spoken data.

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AWS Machine Learning Blog

MAY 31, 2024

What is the Falcon 2 11B model Falcon 2 11B is the first FM released by TII under their new artificial intelligence (AI) model series Falcon 2. It’s a next generation model in the Falcon family—a more efficient and accessible large language model (LLM) that is trained on a 5.5

Python 119

Python Machine Learning Auto-classification ML 119

AWS Machine Learning Blog

MAY 1, 2024

Llama2 by Meta is an example of an LLM offered by AWS. Llama 2 is an auto-regressive language model that uses an optimized transformer architecture and is intended for commercial and research use in English. This results in faster restarts and workload completion.

ML 116

ML Auto-complete Deep Learning Generative AI 116

AWS Machine Learning Blog

SEPTEMBER 14, 2023

Today, generative AI models cover a variety of tasks from text summarization, Q&A, and image and video generation. Fine-tuning allows you to adjust these generative AI models to achieve improved performance on your domain-specific tasks. The code is provided by the model authors in the repo.

Python 126

Python Machine Learning Auto-complete Data Science 126

AWS Machine Learning Blog

JULY 23, 2024

collection of multilingual large language models (LLMs), which includes pre-trained and instruction tuned generative AI models in 8B, 70B, and 405B sizes, is available through Amazon SageMaker JumpStart to deploy for inference. is an auto-regressive language model that uses an optimized transformer architecture.

Machine Learning 124

Machine Learning Computer Vision Python ML 124

The MLOps Blog

JANUARY 19, 2024

Imagine you’re facing the following challenge: you want to develop a Large Language Model (LLM) that can proficiently respond to inquiries in Portuguese. You have a valuable dataset and can choose from various base models. We will fine-tune different foundation LLM models on a dataset, evaluate them, and select the best model.

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LLM Auto-complete Large Language Models Natural Language Processing 52