Marktechpost

JULY 2, 2023

A new study by Georgia Tech, University of Washington, UIUC, and Google Research analyzes four difficult subject classification tasks with large cardinality from different domains. It anchors the LLM to ChatGPT for its ability to write high-quality, human-like language.

LLM 114

LLM AI Researcher AI Research Large Language Models 114

Marktechpost

SEPTEMBER 24, 2023

Their approach is straightforward, starting with a 7-billion-parameter Large Language Model (LLM) architecture sourced from LLaMa 2 [25] and initializing it from scratch. All Credit For This Research Goes To the Researchers on This Project. The post Large Language Models Surprise Meta AI Researchers at Compiler Optimization!

Large Language Models 138

Large Language Models AI Researcher AI Research LLM 138

Marktechpost

MAY 25, 2024

These methods aim to improve LLMs’ reasoning capabilities by refining the consistency and accuracy of generated answers. Researchers from Fudan University, the National University of Singapore, and the Midea AI Research Center have introduced a hierarchical reasoning aggregation framework called AoR (Aggregation of Reasoning).

LLM 119

LLM Natural Language Processing Large Language Models AI Researcher 119

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 137

Machine Learning AI Researcher AI Research Large Language Models 137

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 118

Machine Learning AI Researcher AI Research Large Language Models 118

Marktechpost

OCTOBER 24, 2023

Within a Bayesian adaptive MDP paradigm, they formally describe how to reason and act with LLMs. Similarly, they instruct LLMs to learn a more accurate posterior distribution over the unknown environment by consulting the memory buffer and designing a series of actions that will maximize some value function. We are also on WhatsApp.

Artificial Intelligence 94

Artificial Intelligence Artificial Intelligence LLM AI Researcher 94

Marktechpost

JANUARY 17, 2024

The field of natural language processing has been transformed by the advent of Large Language Models (LLMs), which provide a wide range of capabilities, from simple text generation to sophisticated problem-solving and conversational AI. times better performance than existing state-of-the-art LLM service systems.

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LLM Algorithm AI Researcher AI Research 86

Marktechpost

JANUARY 30, 2024

Recent developments in Multi-Modal (MM) pre-training have helped enhance the capacity of Machine Learning (ML) models to handle and comprehend a variety of data types, including text, pictures, audio, and video. Integrating the LLM with other modal models in a way that allows them to cooperate well is one of the main problems with MM-LLMs.

Large Language Models 135

Large Language Models AI Researcher AI Research LLM 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 93

LLM AI Researcher AI Research Large Language Models 93

Marktechpost

MAY 25, 2024

This implies that even in the lack of contextual narratives, the LLM has a distinct advantage in managing complex financial facts. Don’t Forget to join our 42k+ ML SubReddit The post This AI Research from the University of Chicago Explores the Financial Analytical Capabilities of Large Langauge Models (LLMs) appeared first on MarkTechPost.

AI Researcher 127

AI Researcher AI Research Large Language Models Machine Learning 127

Marktechpost

OCTOBER 18, 2023

Recognizing the urgent need to optimize the decoding process, researchers have explored techniques to streamline and accelerate attention operation, a crucial component in generating coherent and contextually relevant text. Join our AI Channel on Whatsapp. If you like our work, you will love our newsletter. We are also on WhatsApp.

Artificial Intelligence 109

Artificial Intelligence Artificial Intelligence LLM AI Researcher 109

Marktechpost

APRIL 5, 2024

In an era where artificial intelligence (AI) development often seems gated behind billion-dollar investments, a new breakthrough promises to democratize the field. Democratizing AI Development JetMoE-8B represents a paradigm shift in AI training, crafted to be both fully open-source and academia-friendly.

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LLM Large Language Models Artificial Intelligence Artificial Intelligence 120

Marktechpost

OCTOBER 16, 2023

Despite the massive interest in Large Language Models LLMs over the last year, many enterprises are still struggling to realize the full potential of generative AI due to challenges in integrating LLMs into existing enterprise workflows. Thanks to AI Bloks for the thought leadership/ Educational article.

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Artificial Intelligence Artificial Intelligence LLM Generative AI 134

Marktechpost

JANUARY 12, 2024

Join our 36k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and LinkedIn Gr oup. 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.

Large Language Models 120

Large Language Models Machine Learning LLM AI Researcher 120

Marktechpost

APRIL 30, 2024

A different strategy has been suggested in response to these problems, which is model evaluation through the use of a Panel of LLM evaluators (PoLL). Instead of depending just on one huge model, this idea uses several smaller LLMs as judges. The team has summarized their primary contributions as follows.

Large Language Models 92

Large Language Models AI Researcher AI Research LLM 92

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 132

Artificial Intelligence Artificial Intelligence ML Machine Learning 132

Marktechpost

SEPTEMBER 21, 2023

In the ever-evolving landscape of Natural Language Processing (NLP) and Artificial Intelligence (AI), Large Language Models (LLMs) have emerged as powerful tools, demonstrating remarkable capabilities in various NLP tasks. Within the field of IT, the importance of NLP and LLM technologies is on the rise.

Large Language Models 126

Large Language Models AI Researcher AI Research NLP 126

Marktechpost

JULY 13, 2023

Large language models (LLM) have made great strides recently, demonstrating amazing performance in tasks conversationally requiring natural language processing. align the vision encoder to LLM by instruction tuning on image-text pairings as one of the representative tasks.

Large Language Models 90

Large Language Models LLM AI Researcher AI Research 90

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 95

LLM AI Researcher AI Research Prompt Engineer 95

Marktechpost

OCTOBER 11, 2023

Studies now investigate if building AI research agents with similar capabilities is possible. To evaluate AI research agents with free-form decision-making capabilities, researchers from Stanford University propose MLAgentBench, the first benchmark of its kind. Join our AI Channel on Whatsapp.

Machine Learning 103

Machine Learning AI Researcher AI Research Convolutional Neural Networks 103

Marktechpost

JANUARY 14, 2024

Patchscopes is a technique that extracts specific information from the hidden layers of an LLM and separates it into different inference processes. The framework can also decode specific attributes from LLM representations, particularly in early layers where other methods struggle. Check out the Paper.

Large Language Models 139

Large Language Models AI Researcher AI Research Neural Network 139

Marktechpost

OCTOBER 7, 2023

In addressing the limitations of large language models (LLMs) when capturing less common knowledge and the high computational costs of extensive pre-training, Researchers from Meta introduce Retrieval-Augmented Dual Instruction Tuning (RA-DIT). Researchers introduced RA-DIT for endowing LLMs with retrieval capabilities.

Artificial Intelligence 137

Artificial Intelligence Artificial Intelligence AI Researcher AI Research 137

Marktechpost

JULY 7, 2023

Understanding the personality trait-related properties of the language created by these models is vital as LLMs become the dominant human-computer interaction (HCI) interface, as is learning how to safely, appropriately, and effectively engineer personality profiles generated by LLMs. Check out the Paper.

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Large Language Models Explainability AI Researcher AI Research 104

Marktechpost

JULY 8, 2023

Users may indicate anything to communicate with the AI assistant, for example, while using Mixed Reality (XR) headsets like the Apple Vision Pro. When necessary, the AI assistant can show the immediate area in the field of vision. An alignment layer, an LLM, and a vision encoder are all parts of the Shikra architecture.

LLM 102

LLM AI Researcher AI Research Large Language Models 102

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 124

LLM Automation Insight Engine Data Analysis 124

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.

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LLM Large Language Models Artificial Intelligence Artificial Intelligence 130

Marktechpost

NOVEMBER 28, 2023

Researchers from FAIR Meta, HuggingFace, AutoGPT, and GenAI Meta address the problem of testing the capabilities of general AI assistants in handling real-world questions that require fundamental skills such as reasoning and multi-modality handling, which proves to be challenging for advanced AIs with human-like responses.

AI Researcher 115

AI Researcher AI Research NLP AI 115

Marktechpost

MARCH 31, 2024

LITA does not depend on the underlying Image LLM architecture and can be easily adapted to other base architectures. T × M is a large number that usually cannot be directly processed by the LLM module. All the input tokens are then jointly processed by the LLM module sequentially. Also, don’t forget to follow us on Twitter.

AI Researcher 116

AI Researcher AI Research LLM Large Language Models 116

Marktechpost

SEPTEMBER 14, 2023

Today, platforms like Hugging Face have made it easier for a wide range of users, from AI researchers to those with limited machine learning experience, to access and utilize pre-trained Large Language Models (LLMs) for different entities. All Credit For This Research Goes To the Researchers on This Project.

LLM 128

LLM Large Language Models Algorithm AI Researcher 128

Marktechpost

NOVEMBER 25, 2023

The present hallucination taxonomy must be modified to improve its relevance and flexibility in light of the progress of the LLM era. A team of researchers from Harbin Institute of Technology, China, and Huawei have reclassified the hallucinatory taxonomy in this study , providing a more specialized foundation for LLM applications.

Large Language Models 119

Large Language Models AI Researcher AI Research LLM 119

Marktechpost

SEPTEMBER 8, 2023

With a joint embedding space, Point-Bind can be utilized for 3D cross-modal retrieval, any-to-3D generation, 3D zero-shot understanding, and developing a 3D large language model, Point-LLM. The overall pipeline of Point-LLM can be seen in the above image. All Credit For This Research Goes To the Researchers on This Project.

AI Researcher 124

AI Researcher AI Research Large Language Models LLM 124

Unite.AI

FEBRUARY 7, 2024

Machine learning (ML) is a powerful technology that can solve complex problems and deliver customer value. However, ML models are challenging to develop and deploy. This is why Machine Learning Operations (MLOps) has emerged as a paradigm to offer scalable and measurable values to Artificial Intelligence (AI) driven businesses.

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Machine Learning Large Language Models LLM BERT 294

Marktechpost

FEBRUARY 20, 2024

The research team from NVIDIA has introduced OpenMathInstruct-1, a novel dataset comprising 1.8 million problem-solution pairs to improve mathematical reasoning in LLMs. If the base LLM generated a solution that led to the correct answer, it was included in the finetuning dataset.

AI Researcher 123

AI Researcher AI Research LLM AI 123

Marktechpost

MARCH 3, 2024

The breakthrough introduced by the research team from Meta Reality Labs, PyTorch, and AI@Meta (FAIR), encapsulated in the MobileLLM architecture, represents a pioneering approach specifically tailored for sub-billion parameter models. Join our 38k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and LinkedIn Gr oup.

Machine Learning 118

Machine Learning AI Researcher AI Research Natural Language Processing 118

Marktechpost

SEPTEMBER 16, 2023

Recent studies show that handling an LLM request can be expensive, up to ten times higher than a traditional keyword search. So, there is a growing need to boost the throughput of LLM serving systems to minimize the per-request expenses. To further reduce memory utilization, the researchers have also deployed vLLM.

Machine Learning 141

Machine Learning LLM Large Language Models Algorithm 141

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). If you like our work, you will love our newsletter.

Large Language Models 116

Large Language Models LLM Machine Learning Artificial Intelligence 116

Marktechpost

JANUARY 19, 2024

Task-agnostic model pre-training is now the norm in Natural Language Processing, driven by the recent revolution in large language models (LLMs) like ChatGPT. These models showcase proficiency in tackling intricate reasoning tasks, adhering to instructions, and serving as the backbone for widely used AI assistants.

AI Researcher 117

AI Researcher AI Research Natural Language Processing Large Language Models 117