AssemblyAI

AUGUST 3, 2023

The exploding popularity of conversational AI tools has also raised serious concerns about AI safety. Much of current AI research aims to design LLMs that seek helpful, truthful, and harmless behavior. But how do we interpret the effect of RLHF fine-tuning over the original base LLM?

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LLM ChatGPT Chatbots OpenAI 238

Marktechpost

MARCH 8, 2024

API-BLEND is a hybrid dataset enriched by human-annotated data and LLM-assisted generation, covering over 178,000 instances across training, development, and testing phases. Don’t Forget to join our Telegram Channel You may also like our FREE AI Courses…. If you like our work, you will love our newsletter.

AI Researcher 124

AI Researcher AI Research Large Language Models Conversational AI 124

Topbots

DECEMBER 5, 2023

Top LLM Research Papers 2023 1. LLaMA by Meta AI Summary The Meta AI team asserts that smaller models trained on more tokens are easier to retrain and fine-tune for specific product applications. The instruction tuning involves fine-tuning the Q-Former while keeping the image encoder and LLM frozen.

LLM 111

LLM Large Language Models Natural Language Processing Chatbots 111

Chatbots Life

MARCH 16, 2023

ChatGPT, Bard, and other AI showcases: how Conversational AI platforms have adopted new technologies. On November 30, 2022, OpenAI , a San Francisco-based AI research and deployment firm, introduced ChatGPT as a research preview. How GPT-3 technology can help Conversational AI platforms?

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Conversational AI ChatGPT Chatbots OpenAI 72

Marktechpost

FEBRUARY 6, 2025

With these solutions, researchers propose a practical framework that supports efficient LLM inference without requiring specialized GPUs or high-power accelerators. The Ladder data type compilers first component bridges the gap between low-bit model representations and hardware constraints.

LLM 72

LLM AI Researcher AI Research Neural Network 72

Topbots

DECEMBER 5, 2023

Top 10 AI Research Papers 2023 1. Sparks of AGI by Microsoft Summary In this research paper, a team from Microsoft Research analyzes an early version of OpenAI’s GPT-4, which was still under active development at the time. Sign up for more AI research updates. Enjoy this article?

AI Researcher 112

AI Researcher AI Research Natural Language Processing Neural Network 112

Topbots

OCTOBER 10, 2023

Source: rawpixel.com Conversational AI is an application of LLMs that has triggered a lot of buzz and attention due to its scalability across many industries and use cases. While conversational systems have existed for decades, LLMs have brought the quality push that was needed for their large-scale adoption.

Large Language Models 59

Large Language Models Conversational AI UX Design Chatbots 59

Unite.AI

MARCH 28, 2025

Key features: No-code visual dialog builder: Easy to design conversations and workflows. Multi-LLM support: (OpenAI, Anthropic, HuggingFace, etc.) Key features: No-code AI agent builder: Intuitive visual workflow editor to create agents without programming. to power natural language understanding. Visit Copilot Studio 5.

Automation 147

Automation Chatbots AI AI 147

Topbots

AUGUST 31, 2023

With the rush to adopt generative AI to stay competitive, many businesses are overlooking key risks associated with LLM-driven applications. Our analysis is informed by the OWASP Top 10 for LLM vulnerabilities list, which is published and constantly updated by the Open Web Application Security Project (OWASP).

Large Language Models 80

Large Language Models LLM Chatbots Natural Language Processing 80

Towards AI

MARCH 6, 2025

Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! Ever since we launched our From Beginner to Advanced LLM Developer course, many of you have asked for a solid Python foundation to get started. Well, its here! Join the Course and start coding today! Meme of the week!

Python 54

Python Chatbots Large Language Models LLM 54

Marktechpost

NOVEMBER 5, 2023

In conversational AI, evaluating the Theory of Mind (ToM) through question-answering has become an essential benchmark. These questions have revealed the limited ToM capabilities of LLMs. Researchers from different universities introduced FANToM, a benchmark for testing ToM in LLMs through conversational question answering.

LLM 124

LLM Conversational AI AI Researcher AI Research 124

Marktechpost

MAY 29, 2024

With significant advancements through its Gemini, PaLM, and Bard models, Google has been at the forefront of AI development. Each model has distinct capabilities and applications, reflecting Google’s research in the LLM world to push the boundaries of AI technology.

AI Modeling 111

AI Modeling Large Language Models Conversational AI Natural Language Processing 111

Topbots

JUNE 17, 2024

If this in-depth educational content is useful for you, subscribe to our AI mailing list to be alerted when we release new material. Top AI Research Tools ChatGPT, Gemini, Claude, and Perplexity are the leading LLM-powered tools that can speed up your research for both business projects and personal tasks.

AI Tools 108

AI Tools ChatGPT AI Researcher AI Research 108

Marktechpost

DECEMBER 12, 2023

Thanks to the success in increasing the data, model size, and computational capacity for auto-regressive language modeling, conversational AI agents have witnessed a remarkable leap in capability in the last few years. In comparison to the more powerful LLMs, this severely restricts their potential.

Generative AI 103

Generative AI AI Modeling Large Language Models LLM 103

Topbots

APRIL 29, 2024

This paper, first published in December 2022, may not cover the most recent developments in LLM reasoning but still offers a comprehensive survey of available approaches. They also explore the potential future directions in the field, aiming to bridge the gap between LLM capabilities and human-like reasoning. Reasoning process.

LLM 59

LLM Large Language Models Natural Language Processing NLP 59

AssemblyAI

FEBRUARY 6, 2024

Top ASR models, like Conformer-2 , are informed by state-of-the-art AI research and trained on enormous datasets to achieve near-human accuracy. ASR models can transcribe speech both synchronously, with the aid of real-time transcription models , or asynchronously.

AI Modeling 246

AI Modeling Large Language Models AI AI 246

Marktechpost

AUGUST 24, 2024

Cerebras, known for its deep expertise in machine learning (ML) and large language models (LLMs), has introduced two new models under the DocChat series: Cerebras Llama3-DocChat and Cerebras Dragon-DocChat. These enhancements are expected to solidify further Cerebras’ position as a leader in conversational AI.

Conversational AI 111

Conversational AI Large Language Models Machine Learning ML 111

AWS Machine Learning Blog

JUNE 25, 2024

However, the implementation of LLMs without proper caution can lead to the dissemination of misinformation , manipulation of individuals, and the generation of undesirable outputs such as harmful slurs or biased content. Introduction to guardrails for LLMs The following figure shows an example of a dialogue between a user and an LLM.

Generative AI 126

Generative AI LLM Machine Learning Chatbots 126

Marktechpost

FEBRUARY 14, 2025

Researchers have therefore been exploring hybrid approaches that combine lightweight models with more powerful counterparts, striving for an optimal balance between speed and performancea balance that is essential for real-time applications, interactive systems, and large-scale deployment in cloud environments.

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Large Language Models AI Researcher AI Research LLM 65

NVIDIA

AUGUST 31, 2023

The large language model ( LLM ) trained on two popular blockchain languages so it can help developers quickly draft smart contracts, a Web3 market that International Data Corp. Yakov Livshits already had about a dozen active startups when AI researcher Eli Braginskiy, a friend with family ties, came to him with the idea for MetaDialog.

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Generative AI LLM Software Engineer AI 128

NVIDIA

JUNE 12, 2024

This is the kind of horsepower needed to handle AI-assisted digital content creation, AI super resolution in PC gaming, generating images from text or video, querying local large language models (LLMs) and more. LLM performance is measured in the number of tokens generated by the model. Tokens are the output of the LLM.

LLM 114

LLM Generative AI AI AI 114

Topbots

AUGUST 22, 2023

Large Language Models (LLMs) present a unique challenge when it comes to performance evaluation. Unlike traditional machine learning where outcomes are often binary, LLM outputs dwell in a spectrum of correctness. auto-evaluation) and using human-LLM hybrid approaches. Consider harnessing LLMs for building an evaluation set.

LLM 52

LLM Auto-complete Large Language Models Machine Learning 52

Marktechpost

DECEMBER 19, 2024

Large Language Models (LLMs) play a vital role in many AI applications, ranging from text summarization to conversational AI. Introducing Glider: An Open-Source Solution for LLM Evaluation Patronus AI has introduced Glider, a 3-billion parameter Small Language Model (SLM) designed to meet these needs.

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Explainability LLM Large Language Models Conversational AI 78

TheSequence

FEBRUARY 18, 2024

Created Using DALL-E Next Week in The Sequence: Edge 371: Our series about reasoning in LLMs continues with an exploration of the Skeleton-of-Thoughts(SoT) method. We review the original SoT paper by Microsoft Research and the Dify framework for developing LLM applications. Edge 372: We review the research behind CALM.

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OpenAI LLM Generative AI ML 109

Marktechpost

JULY 3, 2023

The LLM consumes the text data during training and tries to anticipate the following word or series of words depending on the context. Text Summarization: LLMs are excellent in text summarization, which entails retaining vital information while condensing lengthy texts into shorter, more digestible summaries.

Large Language Models 98

Large Language Models Natural Language Processing LLM BERT 98

ODSC - Open Data Science

FEBRUARY 14, 2023

Trained with 570 GB of data from books and all the written text on the internet, ChatGPT is an impressive example of the training that goes into the creation of conversational AI. and is trained in a manner similar to OpenAI’s earlier InstructGPT, but on conversations.

ChatGPT 124

ChatGPT Large Language Models OpenAI Conversational AI 124

Topbots

JULY 6, 2023

If you’d like to skip around, here are the language models we featured: GPT-3 by OpenAI LaMDA by Google PaLM by Google Flamingo by DeepMind BLIP-2 by Salesforce LLaMA by Meta AI GPT-4 by OpenAI If this in-depth educational content is useful for you, you can subscribe to our AI research mailing list to be alerted when we release new material.

LLM 52

LLM Large Language Models Natural Language Processing NLP 52

Topbots

JANUARY 30, 2023

In the business context, this can lead to bad surprises when too much power is given to an LLM. On the other hand, the race is on — all major AI labs are planting their seeds to enhance LLMs with additional capabilities, and there is plenty of space for a cheerful glance into the future.

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Large Language Models Computational Linguistics LLM Natural Language Processing 52

Topbots

NOVEMBER 27, 2023

Be prepared to adapt swiftly to evolving regulatory landscapes, such as GDPR policies, that may impose limitations on the use of generative AI technology. Generative AI Vulnerabilities. Sign up for more AI research updates. Email Address * Name * First Last Company * What business use cases are you applying AI to?

Software Development 105

Software Development Generative AI Prompt Engineer Prompt Engineering 105

Topbots

JULY 2, 2024

He pointed out that this vision is the driving force behind Gemini, an AI designed to be multimodal from inception, capable of handling a diverse range of tasks and interactions. Whether Amazon’s new product will cater primarily to enterprise customers or also introduce a personal AI assistant remains to be seen.

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OpenAI AI AI Natural Language Processing 115

Marktechpost

FEBRUARY 10, 2025

Reference: [link] To address these issues, researchers from the University of Maryland, College Park and JPMorgan AI Research propose GenARM (Reward Guided Generation with Autoregressive Reward Model) , a test-time alignment framework combining a novel autoregressive RM with guided decoding.

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Large Language Models LLM Conversational AI AI Researcher 46

Marktechpost

DECEMBER 17, 2024

Megrez-3B-Omni: A 3B On-Device Multimodal LLM Infinigence AI has introduced Megrez-3B-Omni , a 3-billion-parameter on-device multimodal large language model (LLM). Its ability to handle natural multi-turn dialogues enhances its appeal for conversational AI applications. Trending: LG AI Research Releases EXAONE 3.5:

Large Language Models 43

Large Language Models LLM Artificial Intelligence Artificial Intelligence 43

Topbots

OCTOBER 4, 2023

For example, a marketing agency might use a generative AI model to generate creative content, such as blog posts, articles, and social media posts. First, they can select a pretrained LLM that demonstrates acceptable performance for their use case. Sign up for more AI research updates. Enjoy this article?

Generative AI 119

Generative AI Natural Language Processing Machine Learning Convolutional Neural Networks 119

The MLOps Blog

SEPTEMBER 12, 2024

The RLHF process consists of three steps: collecting human feedback in the form of a preference dataset, training a reward model to mimic human preferences, and fine-tuning the LLM using the reward model. Fine-tuning the LLM using the reward model. The reward model is typically also an LLM, often encoder-only, such as BERT.

LLM 52

LLM Large Language Models Algorithm BERT 52

Topbots

DECEMBER 19, 2023

Presenters from various spheres of AI research shared their latest achievements, offering a window into cutting-edge AI developments. In this article, we delve into these talks, extracting and discussing the key takeaways and learnings, which are essential for understanding the current and future landscapes of AI innovation.

Computer Vision 52

Computer Vision Natural Language Processing AI Research AI Researcher 52

Marktechpost

MARCH 9, 2025

In this paper, researchers from Salesforce AI Research present Text2Data which introduces a diffusion-based framework that enhances text-to-data controllability in low-resource scenarios through a two-stage approach. All credit for this research goes to the researchers of this project.

AI 49

AI AI Conversational AI Machine Learning 49

ODSC - Open Data Science

AUGUST 7, 2023

This came with rapid innovation due to new technologies, further unlocking the power of AI. Since then, companies like Google, Facebook, and Tesla have been investing heavily in AI research, and they have made significant progress in developing new AI technologies.

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Artificial Intelligence Artificial Intelligence Data Science Machine Learning 52