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 Engineering 116

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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Large Language Models Big Data OpenAI AI Modeling 321

Unite.AI

JULY 5, 2024

Large Language Models (LLMs) are powerful tools not just for generating human-like text, but also for creating high-quality synthetic data. This capability is changing how we approach AI development, particularly in scenarios where real-world data is scarce, expensive, or privacy-sensitive.

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LLM Prompt Engineering Prompt Engineer Data Scarcity 259

Unite.AI

DECEMBER 26, 2024

By incorporating advanced memory systems, MoME improves how AI processes information, enhancing accuracy, reliability, and efficiency. This innovation sets a new standard for AI development and leads to smarter and more dependable technology.

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LLM Chatbots AI AI 147

Unite.AI

SEPTEMBER 19, 2024

Whether you're leveraging OpenAI’s powerful GPT-4 or with Claude’s ethical design, the choice of LLM API could reshape the future of your business. Let's dive into the top options and their impact on enterprise AI. Key Benefits of LLM APIs Scalability : Easily scale usage to meet the demand for enterprise-level workloads.

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LLM Automation Large Language Models OpenAI 246

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 Research 109

Unite.AI

JANUARY 6, 2025

Training large language models (LLMs) has become out of reach for most organizations. With costs running into millions and compute requirements that would make a supercomputer sweat, AI development has remained locked behind the doors of tech giants. This is the novel method challenging our traditional approach to training LLMs.

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AI Developer AI Development AI AI 189

Analytics Vidhya

OCTOBER 8, 2024

Introduction AI development is making significant strides, particularly with the rise of Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) applications. As developers strive to create more robust and reliable AI systems, tools that facilitate evaluation and monitoring have become essential.

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LLM Large Language Models AI Developer AI Development 221

Unite.AI

FEBRUARY 1, 2025

Developments like these over the past few weeks are really changing how top-tier AI development happens. Opening the Black Box of AI Development Allen AI released both a powerful model and their complete development process. This transparency sets a new standard in high-performance AI development.

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AI Developer AI Development AI Modeling Data Quality 262

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 115

NVIDIA

MARCH 18, 2025

At the NVIDIA GTC global AI conference this week, NVIDIA introduced the NVIDIA RTX PRO Blackwell series, a new generation of workstation and server GPUs built for complex AI-driven workloads, technical computing and high-performance graphics.

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AI Developer AI Development Machine Learning Chatbots 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 99

Unite.AI

MARCH 15, 2025

Unlike generative AI models like ChatGPT and DeepSeek that simply respond to prompts, Manus is designed to work independently, making decisions, executing tasks, and producing results with minimal human involvement. This development signals a paradigm shift in AI development, moving from reactive models to fully autonomous agents.

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Large Language Models AI AI Automation 322

AI News

NOVEMBER 12, 2024

This situation with its latest AI model emerges at a pivotal time for OpenAI, following a recent funding round that saw the company raise $6.6 With this financial backing comes increased expectations from investors, as well as technical challenges that complicate traditional scaling methodologies in AI development.

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OpenAI AI Modeling Big Data AI 295

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

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 90

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 Engineering Prompt Engineer 173

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.

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AI Developer AI Development Data Ingestion LLM 52

Machine Learning (Theory)

MARCH 5, 2025

This pattern may repeat for the current transformer/large language model (LLM) paradigm. Thats around 5 orders of magnitude less than the number of parameters in a modern LLM, so this is not a viable explanation for the language efficiency gap. How can we develop competitive models and agents with this capability?

AI Developer 63

AI Developer AI Development Convolutional Neural Networks Large Language Models 63

NVIDIA

FEBRUARY 26, 2025

A team of NVIDIA software engineers will also cover hardware-aware optimizations for ONNX Runtime, NVIDIA TensorRT and llama.cpp, helping developers maximize AI efficiency across GPUs, CPUs and NPUs. Developers and enthusiasts can get started with AI development on RTX AI PCs and workstations using NVIDIA NIM microservices.

AI Developer 71

AI Developer AI Development Software Engineer AI 71

Unite.AI

JANUARY 21, 2025

Additionally, compute is the linchpin for any AI innovation to keep progressing. And as any AI developer will tell youcompute is worth its weight in gold. However, that also puts a limit on how many projects can feasibly afford to explore real-world AI applications when model development alone already eats up resources.

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AI AI Artificial Intelligence Artificial Intelligence 260

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 Developer AI Development AI 143

Unite.AI

FEBRUARY 13, 2025

This article explores the various reinforcement learning approaches that shape LLMs, examining their contributions and impact on AI development. Understanding Reinforcement Learning in AI Reinforcement Learning (RL) is a machine learning paradigm where an agent learns to make decisions by interacting with an environment.

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Large Language Models LLM Machine Learning ChatGPT 191

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

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

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 Developer AI Development Software Development Large Language Models 147

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 Developer AI Development Software Development 109

Unite.AI

OCTOBER 27, 2024

As artificial intelligence continues to reshape the tech landscape, JavaScript acts as a powerful platform for AI development, offering developers the unique ability to build and deploy AI systems directly in web browsers and Node.js has revolutionized the way developers interact with LLMs in JavaScript environments.

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Neural Network Machine Learning NLP Natural Language Processing 162

Snorkel AI

MARCH 4, 2025

Misaligned LLMs can generate harmful, unhelpful, or downright nonsensical responsesposing risks to both users and organizations. This is where LLM alignment techniques come in. LLM alignment techniques come in three major varieties: Prompt engineering that explicitly tells the model how to behave.

LLM 52

LLM Large Language Models Data Quality Prompt Engineering 52

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

Snorkel AI

JANUARY 22, 2025

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. They use a process called LLM alignment. Aligning an LLM works similarly. Lets dive in. How does large language model alignment work?

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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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OpenAI LLM Large Language Models ChatGPT 162

Unite.AI

FEBRUARY 11, 2025

Future AGIs proprietary technology includes advanced evaluation systems for text and images, agent optimizers, and auto-annotation tools that cut AI development time by up to 95%. Enterprises can complete evaluations in minutes, enabling AI systems to be optimized for production with minimal manual effort.

Auto-complete 147

Auto-complete ML Engineer AI AI 147

Unite.AI

NOVEMBER 14, 2024

DeepL has recently launched its first in-house LLM. Our next-generation translation models are powered by proprietary LLM technology designed specifically for translation and editing, which sets it apart from other models on the market and sets a new industry standard for translation quality and performance.

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Neural Network LLM Large Language Models AI Modeling 130

Towards AI

MARCH 7, 2025

Author(s): Towards AI Editorial Team Originally published on Towards AI. Understanding the Role of LLMs in Modern Coding: A Guide for Aspiring Developers The rise of large language models (LLMs) has made AI development more accessible than ever.

Python 81

Python LLM AI Developer AI Development 81

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.

AI Developer 138

AI Developer AI Development Generative AI Inference Engine 138

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