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. The post Large Language Models Surprise Meta AI Researchers at Compiler Optimization!

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Large Language Models AI Researcher AI Research LLM 139

Unite.AI

DECEMBER 8, 2023

The integration and application of large language models (LLMs) in medicine and healthcare has been a topic of significant interest and development. Google's Med-PaLM 2, a pioneering LLM in the healthcare domain, has demonstrated impressive capabilities, notably achieving an “expert” level in U.S.

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Large Language Models LLM Data Scientist Continuous Learning 189

Analytics Vidhya

FEBRUARY 24, 2024

Google has been a frontrunner in AI research, contributing significantly to the open-source community with transformative technologies like TensorFlow, BERT, T5, JAX, AlphaFold, and AlphaCode. What is Gemma LLM?

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LLM BERT Responsible AI AI Researcher 270

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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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. In MM-LLMs, pre-trained unimodal models, particularly LLMs, are mixed with additional modalities to capitalize on their strengths.

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Large Language Models AI Researcher AI Research LLM 137

AI News

JUNE 28, 2023

Databricks has announced its definitive agreement to acquire MosaicML , a pioneer in large language models (LLMs). This strategic move aims to make generative AI accessible to organisations of all sizes, allowing them to develop, possess, and safeguard their own generative AI models using their own data.

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LLM Large Language Models Big Data Neural Network 223

Flipboard

MAY 16, 2023

.” The tranche, co-led by General Catalyst and Andreessen Horowitz, is a big vote of confidence in Hippocratic’s technology, a text-generating model tuned specifically for healthcare applications. ” AI in healthcare, historically, has been met with mixed success.

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Large Language Models OpenAI Explainability LLM 179

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).

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Large Language Models Machine Learning LLM Artificial Intelligence 134

Marktechpost

JANUARY 14, 2024

Their aptitude to process and generate language has far-reaching consequences in multiple fields, from automated chatbots to advanced data analysis. Grasping the internal workings of these models is critical to improving their efficacy and aligning them with human values and ethics. If you like our work, you will love our newsletter.

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Large Language Models AI Researcher AI Research Neural Network 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.

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Large Language Models LLM Artificial Intelligence Artificial Intelligence 120

Marktechpost

MARCH 2, 2024

Large Language Models (LLMs) have significantly evolved in recent times, especially in the areas of text understanding and generation. However, there have been certain difficulties in optimizing LLMs for more effective human instruction delivery.

Large Language Models 138

Large Language Models Artificial Intelligence Artificial Intelligence AI Researcher 138

Marktechpost

JANUARY 12, 2024

[link] Enter ‘DiarizationLM,’ a groundbreaking framework developed by researchers at Google that promises to revolutionize speaker diarization by harnessing the power of large language models (LLMs). DiarizationLM stands as a testament to the evolving landscape of speaker diarization.

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Large Language Models Machine Learning AI Researcher AI Research 127

Marktechpost

DECEMBER 14, 2023

The model incorporates variable-grouped query attention. Among the top 7-billion-parameter instruct models, this model excels without sophisticated preference optimization methods. These two usher in an era of smarter, more responsive, affordable, and scalable artificial intelligence (AI) solutions.

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Large Language Models LLM Artificial Intelligence Artificial Intelligence 134

Marktechpost

APRIL 30, 2024

Large Language Models (LLMs) are advancing at a very fast pace in recent times. However, the lack of adequate data to thoroughly verify particular features of these models is one of the main obstacles. Instead of depending just on one huge model, this idea uses several smaller LLMs as judges.

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Large Language Models AI Researcher AI Research LLM 109

Marktechpost

SEPTEMBER 17, 2023

Researchers have recently seen significant improvements in large language models’ (LLMs) instruction tuning. ChatGPT and GPT-4 are general-purpose talking systems that obey human commands in language and visuals. Figure 1 compares our multi-modality vs. visual instruction models ImageBind-LLM.

Large Language Models 136

Large Language Models LLM Artificial Intelligence Artificial Intelligence 136

Marktechpost

JULY 8, 2024

Large language models (LLMs) have demonstrated remarkable performance across various tasks, with reasoning capabilities being a crucial aspect of their development. Some researchers have focused on mechanistic frameworks or pattern analysis through empirical results.

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Large Language Models AI Researcher AI Research LLM 125

Marktechpost

DECEMBER 23, 2023

In the ever-evolving large language models (LLMs), a persistent challenge has been the need for more standardization, hindering effective model comparisons and impeding the need for reevaluation. The absence of a cohesive and comprehensive framework has left researchers navigating a disjointed evaluation terrain.

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Large Language Models Python LLM AI Researcher 143

Marktechpost

FEBRUARY 11, 2024

Despite the utility of large language models (LLMs) across various tasks and scenarios, researchers need help to evaluate LLMs properly in different situations. They use LLMs to check their responses, but a solution must be found. If you like our work, you will love our newsletter.

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Large Language Models LLM Artificial Intelligence Artificial Intelligence 127

Marktechpost

JANUARY 5, 2024

While Document AI (DocAI) has made significant strides in areas such as question answering, categorization, and extraction, real-world applications continue to face persistent hurdles related to accuracy, reliability, contextual understanding, and generalization to new domains. The team has summarized their primary contributions as follows.

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Large Language Models AI Researcher AI Research Categorization 135

Marktechpost

OCTOBER 13, 2023

In Large Language Models (LLMs), Partially-Binarized LLMs (PB-LLM) is a cutting-edge technique for achieving extreme low-bit quantization in LLMs without sacrificing language reasoning capabilities. This approach represents a significant advancement in network binarization for LLMs.

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Large Language Models Artificial Intelligence Artificial Intelligence LLM 133

Marktechpost

DECEMBER 23, 2023

Generative Large Language Models (LLMs) are well known for their remarkable performance in a variety of tasks, including complex Natural Language Processing (NLP), creative writing, question answering, and code generation. times faster than the current llama.cpp system while retaining model fidelity.

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Large Language Models Machine Learning LLM Inference Engine 139

Unite.AI

FEBRUARY 7, 2024

MLOps make ML models faster, safer, and more reliable in production. But more than MLOps is needed for a new type of ML model called Large Language Models (LLMs). Moreover, LLMs can generate inaccurate, biased, or harmful outputs, which need careful evaluation and moderation.

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Machine Learning Large Language Models LLM BERT 294

Marktechpost

DECEMBER 13, 2023

Open-source Large Language Models (LLMs) such as LLaMA, Falcon, and Mistral offer a range of choices for AI professionals and scholars. LLM360 is an initiative to fully open-source LLMs that advocates for all training code and data, model checkpoints, and intermediate results to be made available to the community.

Large Language Models 137

Large Language Models LLM AI Researcher AI Research 137

Marktechpost

SEPTEMBER 10, 2023

Large Language Models have recently demonstrated an astonishing capacity for conversing meaningfully and following instructions from humans. DISC-MedLLM is then trained using the newly created SFT datasets using a two-stage training process on top of a general domain Chinese LLM with 13B parameters 1.

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Large Language Models AI Researcher AI Research AI 134

Marktechpost

JANUARY 5, 2024

In a recent research paper, a team of researchers from the University of Illinois Urbana-Champaign has offered a thorough and detailed study of the mutually beneficial relationship that exists between code and Large Language Models (LLMs). In conclusion, this study has demonstrated three major contributions.

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Large Language Models LLM Artificial Intelligence Artificial Intelligence 137

Marktechpost

SEPTEMBER 1, 2023

The researchers clarify key terms and present a comprehensive bibliography of academic and real-world examples for each broad area. The paper explains why any technique for addressing undesirable LLM behaviors that do not completely eradicate them renders the model vulnerable to adversarial quick attacks. Check out the Paper.

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Large Language Models Neural Network Natural Language Processing LLM 138

Marktechpost

OCTOBER 31, 2023

BRANCH-SOLVE-MERGE (BSM) is a program for enhancing Large Language Models (LLMs) in complex natural language tasks. LLMs excel in multifaceted language tasks but often need help with complexity. BSM, an LLM program, divides tasks into steps and parameterizes each with distinct prompts.

Large Language Models 136

Large Language Models LLM AI Researcher AI Research 136

Marktechpost

SEPTEMBER 21, 2023

Large Language Models (LLMs) based on transformers, such as GPT, PaLM, and LLaMA, have become widely used in a variety of real-world applications. These models have been applied to a variety of tasks, including text production, translation, and natural language interpretation.

Large Language Models 133

Large Language Models Neural Network LLM AI Researcher 133

Marktechpost

MARCH 24, 2024

Researchers are considering the fusion of large language models (LLMs) with AI agents as a significant leap forward in AI. However, complexities are involved in developing and evaluating new reasoning strategies and agent architectures for LLM agents due to the intricacy of existing frameworks.

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LLM AI Research AI Researcher Large Language Models 140

Marktechpost

JUNE 2, 2024

Large Language Models (LLMs) have made significant advancements in natural language processing but face challenges due to memory and computational demands. This problem gets worse when LLMs are used in different situations with limited resources. LLM-QFA framework adapts resource-balanced sampling strategy.

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Large Language Models LLM Natural Language Processing AI Researcher 111

Marktechpost

JUNE 7, 2024

Large language models (LLMs) frequently require the majority of their computing work to be done via matrix multiplication. As these models grow in embedding dimensions and context lengths, this load becomes even further. If you like our work, you will love our newsletter.

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Large Language Models AI Researcher AI Research Neural Network 98

AI News

NOVEMBER 28, 2024

Addressing unexpected delays and complications in the development of larger, more powerful language models, these fresh techniques focus on human-like behaviour to teach algorithms to ‘think. First, there is the cost of training large models, often running into tens of millions of dollars.

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Large Language Models OpenAI Big Data AI Modeling 286

Marktechpost

DECEMBER 20, 2023

Researchers from Google DeepMind and Google Research address issues in unsupervised knowledge discovery with LLMs, particularly focusing on methods utilizing probes trained on LLM activation data generated from contrast pairs. These pairs consist of texts ending with Yes and No.

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Large Language Models Machine Learning LLM AI Researcher 132

Marktechpost

NOVEMBER 16, 2023

Can LLM also learn from mistakes? Large language models, like GPT-3, learn from vast data, including examples of correct and incorrect language usage. These models are trained on diverse datasets containing a wide range of text from the internet, books, articles, and more. Is it possible? Yes, they do.

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Large Language Models AI AI LLM 139

Marktechpost

APRIL 1, 2024

With the incorporation of large language models (LLMs) in almost all fields of technology, processing large datasets for language models poses challenges in terms of scalability and efficiency. It inspires intrigue about its potential impact on data processing.

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Large Language Models ETL Data Ingestion Data Quality 109

Marktechpost

SEPTEMBER 30, 2023

A revolution in the field of coding work automation has been brought about by introducing Large Language Models (LLMs), such as GPT-3. These models have extraordinary generative skills and have opened the path for the creation of Replit, GitHub Copilot, and Amazon Code Whisperer.

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Large Language Models Software Engineer Automation LLM 133

Marktechpost

OCTOBER 4, 2023

The ability to develop layouts and programs to control visual components has also been demonstrated by large language models (LLMs), including GPT-4. Using the knowledge present in these LLMs to assist the creation of reliable multi-scene has been a question for the researchers.

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Large Language Models LLM Artificial Intelligence Artificial Intelligence 131