Marktechpost

JULY 24, 2023

Large Language Models (LLMs) have successfully proven to be the best innovation in the field of Artificial Intelligence. From BERT, PaLM, and GPT to LLaMa DALL-E, these models have shown incredible performance in understanding and generating language for the purpose of imitating humans. Check out the Paper.

Large Language Models 88

Large Language Models LLM BERT Artificial Intelligence 88

Marktechpost

APRIL 6, 2024

With its distinctive linguistic structure and deep cultural context, Korean has often posed a challenge for conventional English-based LLMs, prompting a shift toward more inclusive and culturally aware AI research and development. Codex further explores the integration of code generation within LLMs.

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Large Language Models BERT LLM OpenAI 95

Marktechpost

SEPTEMBER 17, 2023

The Radiology-Llama2 LLM, tuned for radiology by instruction tuning to provide radiological impressions from results, fills this gap in the literature. Studies reveal that it outperforms standard LLMs regarding the produced impressions’ coherence, conciseness, and clinical usefulness.

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Large Language Models Natural Language Processing Computer Vision BERT 133

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. Language Translation – LLMs are able to accurately translate text between languages accurately, facilitating successful communication despite language hurdles.

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Large Language Models Natural Language Processing LLM BERT 97

Marktechpost

JULY 4, 2023

Applications of LLMs The chart below summarises the present state of the Large Language Model (LLM) landscape in terms of features, products, and supporting software. Types of LLM Large language models It is not uncommon for large language models to be trained using petabytes or more of text data, making them tens of terabytes in size.

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Large Language Models BERT Natural Language Processing Categorization 92

Marktechpost

JULY 29, 2023

GPT 4, BERT, PaLM, etc. Benchmark is basically a collection of standardized tasks made to test language models’ (LLMs’) abilities. Benchmark is basically a collection of standardized tasks made to test language models’ (LLMs’) abilities.

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Large Language Models BERT Natural Language Processing Artificial Intelligence 89

Marktechpost

AUGUST 3, 2023

First, they proposed an LLM-based approach to generate a music captioning dataset, LP-MusicCaps. Second, they proposed a systemic evaluation scheme for music captions generated by LLMs. The researchers compared this LLM-based caption generator with template-based methods (tag concatenation, prompt template ) and K2C augmentation.

Data Scarcity 52

Data Scarcity Large Language Models BERT Natural Language Processing 52

Marktechpost

JULY 1, 2023

Large Language Models (LLMs) have proven to be really effective in the fields of Natural Language Processing (NLP) and Natural Language Understanding (NLU). Famous LLMs like GPT, BERT, PaLM, etc., are being used by researchers to provide solutions in every domain ranging from education and social media to finance and healthcare.

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Large Language Models Natural Language Processing BERT AI Tools 104

Flipboard

JULY 10, 2023

Examples of LLMs include GPT-3 (Generative Pre-trained Transformer 3) and BERT (Bidirectional Encoder Representations from Transformers). LLMs are trained on massive amounts of data, often billions of words, to develop a broad understanding of language. All Credit For This Research Goes To the Researchers on This Project.

Large Language Models 65

Large Language Models Deep Learning Natural Language Processing BERT 65

Flipboard

JULY 4, 2023

From education and finance to healthcare and media, LLMs are contributing to almost every domain. Famous LLMs like GPT, BERT, PaLM, and LLaMa are revolutionizing the AI industry by imitating humans. The field of Artificial Intelligence is booming with every new release of these models.

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Large Language Models Machine Learning Natural Language Processing BERT 126

Marktechpost

JUNE 3, 2023

With the introduction of Large Language Models like GPT, BERT, and LLaMA, almost every industry, including healthcare, finance, E-commerce, and media, is making use of these models for tasks like Natural Language Understanding (NLU), Natural Language Generation (NLG), question answering, programming, information retrieval and so on.

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Large Language Models BERT Artificial Intelligence Artificial Intelligence 90

Marktechpost

JULY 19, 2023

Most current LLMs are text-only, i.e., they excel only at text-based applications and have limited ability to understand other types of data. Examples of text-only LLMs include GPT-3 , BERT , RoBERTa , etc. The recently released GPT-4 by Open AI is an example of Multimodal LLM.

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Artificial Intelligence Artificial Intelligence Large Language Models Robotics 95

Topbots

OCTOBER 4, 2023

For example, large language models (LLMs) are trained by randomly replacing some of the tokens in training data with a special token, such as [MASK]. Masking in BERT architecture ( illustration by Misha Laskin ) Another common type of generative AI model are diffusion models for image and video generation and editing.

Generative AI 118

Generative AI Natural Language Processing Machine Learning Convolutional Neural Networks 118

Towards AI

AUGUST 10, 2023

However, the meteoric rise of large language models (LLMs) like GPT-3 poses a new challenge for the tech titan. Lacking an equally buzzworthy in-house LLM, AWS risks losing ground to rivals rushing their own models to market. And AWS isn’t sitting idle on the LLM front, either. Its capable AI Research team has […]

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LLM Large Language Models OpenAI AI 94

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 OpenAI 52

Marktechpost

JUNE 19, 2023

From producing unique and creative content and questioning answers to translating languages and summarizing textual paragraphs, LLMs have been successful in imitating humans. Some well-known LLMs like GPT, BERT, and PaLM have been in the headlines for accurately following instructions and accessing vast amounts of high-quality data.

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Large Language Models LLM BERT AI Tools 119

AssemblyAI

MAY 3, 2023

Effective methods allowing for better control, or steerability , of large-scale AI systems are currently in extremely high demand in the world of AI research. The quintessential examples for this distinction are: The BERT model, which stands for Bidirectional Encoder Representations from Transformers. Et voilà !

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Large Language Models Neural Network LLM Chatbots 363

Marktechpost

JULY 5, 2023

However, early legal LLM (LawGPT) still has a lot of hallucinations and inaccurate results, so this isn’t the case. At first, they understood the demand for a Chinese legal LLM. It is based on the LLM. They also noted that a single general-purpose legal LLM might only function well in this area across some jobs.

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Large Language Models LLM Artificial Intelligence Artificial Intelligence 116

Marktechpost

JULY 19, 2023

From producing unique and creative content and questioning answers to translating languages and summarizing textual paragraphs, LLMs have been successful in imitating humans. Some well-known LLMs like GPT, BERT, and PaLM have been in the headlines for accurately following instructions and accessing vast amounts of high-quality data.

Large Language Models 40

Large Language Models LLM BERT AI Tools 40

Mlearning.ai

JUNE 8, 2023

Hidden secret to empower semantic search This is the third article of building LLM-powered AI applications series. From the previous article , we know that in order to provide context to LLM, we need semantic search and complex query to find relevant context (traditional keyword search, full-text search won’t be enough).

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Machine Learning BERT Neural Network OpenAI 52

Marktechpost

JUNE 12, 2023

Other LLMs, like PaLM, Chinchilla, BERT, etc., have also shown great performances in the domain of AI. It basically adjusts the parameters of an already trained LLM using a smaller and domain-specific dataset. It meaningfully answers questions, summarizes long paragraphs, completes codes and emails, etc.

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Large Language Models Natural Language Processing BERT Artificial Intelligence 98

ODSC - Open Data Science

FEBRUARY 14, 2023

Some examples of large language models include GPT (Generative Pre-training Transformer), BERT (Bidirectional Encoder Representations from Transformers), and RoBERTa (Robustly Optimized BERT Approach). Researchers are developing techniques to make LLM training more efficient.

ChatGPT 124

ChatGPT Large Language Models OpenAI Conversational AI 124

Snorkel AI

MARCH 19, 2024

Google has established itself as a dominant force in the realm of AI, consistently pushing the boundaries of AI research and innovation. Step 1: Evaluate out-of-the-box PaLM 2 model results As with many AI applications today, the first step is to run and evaluate an LLM over the task of choice.

Data Scientist 52

Data Scientist AI AI LLM 52

Snorkel AI

MARCH 19, 2024

Google has established itself as a dominant force in the realm of AI, consistently pushing the boundaries of AI research and innovation. Step 1: Evaluate out-of-the-box PaLM 2 model results As with many AI applications today, the first step is to run and evaluate an LLM over the task of choice.

Data Scientist 52

Data Scientist AI AI LLM 52

Unite.AI

SEPTEMBER 20, 2023

Hugging Face is an AI research lab and hub that has built a community of scholars, researchers, and enthusiasts. In a short span of time, Hugging Face has garnered a substantial presence in the AI space. A great resource available through Hugging Face is the Open LLM Leaderboard.

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LLM BERT NLP Python 342

AWS Machine Learning Blog

APRIL 29, 2024

In 2024, however, organizations are using large language models (LLMs), which require relatively little focus on NLP, shifting research and development from modeling to the infrastructure needed to support LLM workflows. This often means the method of using a third-party LLM API won’t do for security, control, and scale reasons.

ML 99

ML Python Data Scientist Deep Learning 99

AWS Machine Learning Blog

MARCH 6, 2023

Large language models (LLMs) are neural network-based language models with hundreds of millions ( BERT ) to over a trillion parameters ( MiCS ), and whose size makes single-GPU training impractical. LLMs’ generative abilities make them popular for text synthesis, summarization, machine translation, and more.

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Large Language Models LLM Machine Learning ML 78

Marktechpost

NOVEMBER 26, 2023

Among the daily deluge of news about new advancements in Large Language Models (LLMs), you might be asking, “how do I train my own?” ” Today, an LLM tailored to your specific needs is becoming an increasingly vital asset, but their ‘Large’ scale comes with a price.

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LLM BERT Large Language Models Prompt Engineer 138

Heartbeat

OCTOBER 12, 2023

From recognizing objects in images to discerning sentiment in audio clips, the amalgamation of language models with multi-modal learning opens doors to uncharted possibilities in AI research, development, and application in industries ranging from healthcare and entertainment to autonomous vehicles and beyond.

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Large Language Models Neural Network Artificial Intelligence Artificial Intelligence 59

Snorkel AI

OCTOBER 17, 2023

For years you’ve been a big leader in applying AI—generally in the NLP and AI research communities, but also specifically for finance. Obviously, you were part of an org that was already very sophisticated on the research and operationalization side. You were able to share what you did with the community.

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Large Language Models NLP Prompt Engineer Prompt Engineering 64

Snorkel AI

OCTOBER 17, 2023

For years you’ve been a big leader in applying AI—generally in the NLP and AI research communities, but also specifically for finance. Obviously, you were part of an org that was already very sophisticated on the research and operationalization side. You were able to share what you did with the community.

Large Language Models 59

Large Language Models NLP Prompt Engineer Prompt Engineering 59

Unite.AI

NOVEMBER 23, 2023

Introduction The evolution of open large language models (LLMs) has significantly impacted the AI research community, particularly in developing chatbots and similar applications. In developing Zephyr-7B, researchers tackled the challenge of aligning a small open LLM entirely through distillation.

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LLM Large Language Models BERT NLP 301

John Snow Labs

MAY 8, 2024

Nevertheless, the trajectory shifted remarkably with the introduction of advanced architectures like BERT (Bidirectional Encoder Representations from Transformers) and GPT (Generative Pre-trained Transformer), including subsequent versions such as OpenAI’s GPT-3.

Large Language Models 40

Large Language Models Automation NLP Machine Learning 40

Topbots

JUNE 29, 2023

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. 4] In the open-source camp, initial attempts at solving the Text2SQL puzzle were focussed on auto-encoding models such as BERT, which excel at NLU tasks.[5,

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Auto-complete Algorithm Data Scientist Auto-classification 52

Topbots

JUNE 6, 2023

In October 2022, I published an article on LLM selection for specific NLP use cases , such as conversation, translation and summarisation. Since then, AI has made a huge step forward, and in this article, we will review some of the trends of the past months as well as their implications for AI builders.

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LLM ChatGPT Prompt Engineer Prompt Engineering 105