Marktechpost

MARCH 24, 2024

However, complexities are involved in developing and evaluating new reasoning strategies and agent architectures for LLM agents due to the intricacy of existing frameworks. A research team from Salesforce AI Research presents AgentLite , an open-source AI Agent library that simplifies the design and deployment of LLM agents.

LLM 140

LLM AI Researcher AI Research Large Language Models 140

Marktechpost

MAY 14, 2024

In the quickly developing fields of Artificial Intelligence and Data Science, the volume and accessibility of training data are critical factors in determining the capabilities and potential of Large Language Models (LLMs). The post Large Language Model (LLM) Training Data Is Running Out. How Close Are We To The Limit?

Large Language Models 120

Large Language Models LLM Artificial Intelligence Artificial Intelligence 120

Marktechpost

NOVEMBER 9, 2023

They have also designed a specific LLM runtime that has highly optimized kernels that accelerate the inference process on CPUs. The model is then passed to the LLM runtime, a specialized environment designed to evaluate the performance of the quantized model. If you like our work, you will love our newsletter.

Artificial Intelligence 143

Artificial Intelligence Artificial Intelligence Large Language Models Neural Network 143

AI News

NOVEMBER 8, 2023

Amazon is reportedly making substantial investments in the development of a large language model (LLM) named Olympus. Training such massive AI models is a costly endeavour, primarily due to the significant computing power required. The post Amazon is building a LLM to rival OpenAI and Google appeared first on AI News.

LLM 237

LLM OpenAI Large Language Models Big Data 237

Marktechpost

NOVEMBER 23, 2023

The proposed solution prompts LLMs to follow a unique two-stage process. In the first stage, the LLM is directed to derive a skeleton of the answer. Subsequently, in the second stage, the LLM is tasked with the parallel expansion of multiple points within the skeleton. Check out the Paper and Github.

Artificial Intelligence 142

Artificial Intelligence Artificial Intelligence Large Language Models LLM 142

Marktechpost

MARCH 1, 2024

However, LLMs designed to maximize human preference can display sycophantic behavior, meaning they will give answers that match what the user thinks is right, even if that perspective isn’t correct. The LLM performs a classification task in response to a user prompt at the initial turn of the discussion.

LLM 125

LLM Machine Learning AI Researcher AI Research 125

Marktechpost

JANUARY 19, 2024

Traditional approaches to LLM serving, while adept at training models effectively, falter during inference, especially in tasks like open-ended text generation. vLLM, powered by PagedAttention, and research systems like Orca have improved LLM inference performance. lower tail latency compared to vLLM. Check out the Paper.

LLM 113

LLM AI Researcher AI Research Large Language Models 113

Marktechpost

OCTOBER 11, 2023

It first starts by training a multimodal LLM (which can understand both text and images together), which is then aligned with the CLIP text encoder (which is good at understanding text). Join our AI Channel on Whatsapp. KOSMOS-G uses a clever approach to generate images from text and pictures. We are also on WhatsApp.

Artificial Intelligence 130

Artificial Intelligence Artificial Intelligence AI Researcher AI Research 130

Marktechpost

MARCH 17, 2024

Advancements in artificial intelligence are leading to impressive growth. Artificial intelligence (AI) is quickly changing our lives and careers, from chatbots communicating with consumers to algorithms suggesting your next movie. Subscribe to our AI Research Startup Newsletter Here.

AI Researcher 57

AI Researcher AI Research LLM Artificial Intelligence 57

AI Weekly

APRIL 25, 2024

Powered by rws.com In the News 80% of AI decision makers are worried about data privacy and security Organisations are hitting stumbling blocks in four key areas of AI implementation: Increasing trust, Integrating GenAI, Talent and skills, Predicting costs. Planning a GenAI or LLM project?

Robotics 226

Robotics LLM Prompt Engineer Prompt Engineering 226

Marktechpost

NOVEMBER 23, 2023

LLM models have been increasingly deployed as potent linguistic agents capable of performing various programming-related activities. Standard code generation benchmarks test how well LLM can generate new code from scratch. Standard code generation benchmarks test how well LLM can generate new code from scratch.

Artificial Intelligence 135

Artificial Intelligence Artificial Intelligence ML Machine Learning 135

Marktechpost

DECEMBER 30, 2023

The recent advancements in Artificial Intelligence have enabled the development of Large Language Models (LLMs) with a significantly large number of parameters, with some of them reaching into billions (for example, LLaMA-2 that comes in sizes of 7B, 13B, and even 70B parameters).

Large Language Models 135

Large Language Models LLM Machine Learning Artificial Intelligence 135

Marktechpost

OCTOBER 28, 2023

Character-LLM is a trainable agent designed to simulate specific individuals by editing profiles and training models as personal replicas, replicating their unique experiences. A team of researchers from China introduced the concept of training agents as character simulacra using Character-LLM.

LLM 109

LLM AI Researcher AI Research Large Language Models 109

Marktechpost

DECEMBER 18, 2023

Researchers at Google DeepMind surpass this limitation by proposing a method called FunSearch. It combines a pre-trained LLM with an evaluator, which guards against confabulations and incorrect ideas. FunSearch produces programs generating the solutions. If you like our work, you will love our newsletter.

Artificial Intelligence 104

Artificial Intelligence Artificial Intelligence Large Language Models LLM 104

Marktechpost

JANUARY 5, 2024

Large Language Models (LLMs) have ushered a new era in the field of Artificial Intelligence (AI) through their exceptional natural language processing capabilities. From mathematical reasoning to code generation and even drafting legal opinions, LLMs find their applications in almost every field.

LLM 116

LLM Machine Learning Natural Language Processing Large Language Models 116

Marktechpost

JULY 4, 2023

They added an external read-write memory to an LLM to verify that it could emulate any algorithm on any input. Their research is summarised in the paper “Memory Augmented Large Language Models are Computationally Universal,” which shows how an LLM enhanced with an associative read-write memory is computationally universal.

Large Language Models 113

Large Language Models Artificial Intelligence Artificial Intelligence LLM 113

Marktechpost

DECEMBER 14, 2023

These systems, powered by advanced artificial intelligence, enhance our interaction with digital platforms. LLMs are designed to understand and generate human-like text, bridging the gap between human communication and machine understanding. All credit for this research goes to the researchers of this project.

Large Language Models 134

Large Language Models LLM Artificial Intelligence Artificial Intelligence 134

Marktechpost

NOVEMBER 5, 2023

Consequently, researchers have made significant progress in overcoming barriers in data visualization. For the former, a program synthesizer generates a specialized data-reshaping program, while the latter calls on Language Model (LLM) to generate code, creating a new data category as described. We are also on Telegram and WhatsApp.

Artificial Intelligence 131

Artificial Intelligence Artificial Intelligence Data Analysis AI 131

Marktechpost

MARCH 3, 2024

Researchers from the University of Potsdam, Qualcomm AI Research, and Amsterdam introduced a novel hybrid approach, combining LLMs with SLMs to optimize the efficiency of autoregressive decoding. This process begins with the LLM encoding the prompt into a comprehensive representation. speedup of LLM-to-SLM alone.

Machine Learning 132

Machine Learning AI Researcher AI Research Large Language Models 132

Flipboard

AUGUST 6, 2023

Jupyter AI, an official subproject of Project Jupyter, brings generative artificial intelligence to Jupyter notebooks. The tool connects Jupyter with large language models (LLMs) from various providers, including AI21, Anthropic, AWS, Cohere, and OpenAI, supported by LangChain.

Artificial Intelligence 113

Artificial Intelligence Artificial Intelligence Metadata Large Language Models 113

AI News

JUNE 28, 2023

Upon the completion of the transaction, the entire MosaicML team – including its renowned research team – is expected to join Databricks. MosaicML’s machine learning and neural networks experts are at the forefront of AI research, striving to enhance model training efficiency. appeared first on AI News.

LLM 191

LLM Large Language Models Big Data Neural Network 191

Marktechpost

DECEMBER 20, 2023

With the recent introduction of Large Language Models (LLMs), the field of Artificial Intelligence (AI) has significantly outshined. These workflows, called LLM agents, use external tools or APIs to carry out multi-step processes and accomplish a purpose. If you like our work, you will love our newsletter.

LLM 134

LLM Large Language Models Artificial Intelligence Artificial Intelligence 134

Marktechpost

APRIL 24, 2024

Researchers at J.P. Morgan AI Research have introduced FlowMind , a system employing LLMs, particularly Generative Pretrained Transformer (GPT), to automate workflows dynamically. In the workflow generation phase, the LLM applies this knowledge to generate and execute code based on user inputs dynamically.

Machine Learning 139

Machine Learning AI Researcher AI Research Large Language Models 139

Marktechpost

JULY 4, 2023

For the unaware, ChatGPT is a large language model (LLM) trained by OpenAI to respond to different questions and generate information on an extensive range of topics. Healthcare: AI systems, such as medical diagnosis and treatments, are trained on prompts that help them understand medical data and deliver an accurate diagnosis.

Prompt Engineer 113

Prompt Engineer Prompt Engineering Artificial Intelligence Artificial Intelligence 113

Towards AI

FEBRUARY 24, 2024

Increasing the size of LLMs has worked very well in the past because LLM performance is highly dependent on scale, which means three things: the number of model parameters, the size of the training dataset, and the amount of computation for training [1]. This is roughly a 10x to 100x increase in size for each new iteration of GPT.

LLM 123

LLM Large Language Models AI Researcher AI Research 123

Marktechpost

FEBRUARY 11, 2024

While some functions undergo rigorous meta-evaluation, requiring costly human-annotated datasets, many applications need more scrutiny, leading to potential unreliability in LLMs as evaluators. This system facilitates multi-round discussions, aiding human annotators in identifying the most proficient LLMs for evaluation.

Large Language Models 128

Large Language Models LLM Artificial Intelligence Artificial Intelligence 128

AI Weekly

APRIL 11, 2024

The Microsoft AI London outpost will focus on advancing state-of-the-art language models, supporting infrastructure, and tooling for foundation models. techcrunch.com Applied use cases Can AI Find Its Way Into Accounts Payable? Among these malicious acts, are deepfakes, which have become increasingly prevalent with this new technology.

Robotics 207

Robotics Large Language Models Artificial Intelligence Artificial Intelligence 207

AI Weekly

FEBRUARY 29, 2024

[Read the blog] global.ntt In The News Google working to fix Gemini AI as CEO calls some responses "unacceptable" Google is working to fix its Gemini AI tool, CEO Sundar Pichai told employees in a note on Tuesday, saying some of the text and image responses generated by the model were "biased" and "completely unacceptable".

Artificial Intelligence 214

Artificial Intelligence Artificial Intelligence Software Development AI 214

Marktechpost

JULY 19, 2023

The integration of multimodality into LLMs addresses some of the limitations of current text-only models and opens up possibilities for new applications that were previously impossible. The recently released GPT-4 by Open AI is an example of Multimodal LLM. Conclusion: Why are Multimodal LLMs the future?

Artificial Intelligence 98

Artificial Intelligence Artificial Intelligence Large Language Models Robotics 98

Marktechpost

FEBRUARY 21, 2024

Programming by example is one of the diverse fields of Artificial intelligence (AI) in automation processes. Don’t Forget to join our Telegram Channel The post Researchers from Qualcomm AI Research Introduced CodeIt: Combining Program Sampling and Hindsight Relabeling for Program Synthesis appeared first on MarkTechPost.

AI Researcher 122

AI Researcher AI Research Categorization Deep Learning 122

Marktechpost

DECEMBER 24, 2023

Additionally, LLM hallucination is an infamous issue that causes LLMs to generate unreliable content. To tackle the shortcomings of existing models, researchers at Microsoft have released InsightPilot, a system that automates the process of data exploration using LLMs. If you like our work, you will love our newsletter.

LLM 134

LLM Automation Insight Engine Data Analysis 134

Marktechpost

NOVEMBER 7, 2023

LLMs have demonstrated their prowess in natural language understanding, and they are now extending their capabilities to encompass multi-modal interactions. If you like our work, you will love our newsletter. We are also on Telegram and WhatsApp.

Large Language Models 130

Large Language Models Artificial Intelligence Artificial Intelligence LLM 130

Marktechpost

NOVEMBER 17, 2023

Punica adds a 2ms delay per token and delivers 12x greater throughput than state-of-the-art LLM serving solutions with the same GPU resources. Also, don’t forget to join our 33k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more.

Artificial Intelligence 131

Artificial Intelligence Artificial Intelligence Large Language Models ML 131

Marktechpost

JULY 20, 2023

A new study from the University of California, Santa Barbara, and Microsoft proposes the Directional Stimulus Prompting (DSP) architecture that enhances the frozen black-box LLM on downstream tasks using a tiny tuneable LM (RL). To help the LLM produce the required summary based on the keywords, keywords act as the stimulus (hints).

LLM 98

LLM AI Researcher AI Research Prompt Engineer 98

AI Weekly

MARCH 28, 2024

Powered by global.ntt In the News Top Artificial Intelligence Books to Read in 2024 Artificial Intelligence (AI) has been making significant strides over the past few years, with the emergence of Large Language Models (LLMs) marking a major milestone in its growth. billion (€2.55 billion (€2.55 billion (€2.55

Robotics 205

Robotics Large Language Models Artificial Intelligence Artificial Intelligence 205

Marktechpost

JANUARY 12, 2024

The post Google AI Researchers Introduce DiarizationLM: A Machine Learning Framework to Leverage Large Language Models (LLM) to Post-Process the Outputs from a Speaker Diarization System appeared first on MarkTechPost. Join our 36k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and LinkedIn Gr oup.

Large Language Models 127

Large Language Models Machine Learning LLM AI Researcher 127

Allen AI

FEBRUARY 1, 2024

This work was made possible, in part, via a collaboration with the Kempner Institute for the Study of Natural and Artificial Intelligence at Harvard University and partners including AMD , CSC ( Lumi Supercomputer ), the Paul G. They are available for direct download on Hugging Face and in GitHub.

LLM 76

LLM Large Language Models AI Researcher AI Research 76