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 […]

LLM 98

LLM Large Language Models OpenAI BERT 98

Unite.AI

AUGUST 15, 2024

Leveraging Advanced AI: Llama2 and Brain Signals The AI component of MindSpeech was powered by the Llama2 Large Language Model (LLM), a sophisticated text generation tool guided by brain signal-generated embeddings. Key metrics such as BLEU-1 and BERT P scores were used to evaluate the accuracy of the AI model.

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Large Language Models BERT LLM AI 147

Marktechpost

JULY 16, 2023

The well-known large language models such as GPT, DALLE, and BERT perform extraordinary tasks and ease lives. Also, don’t forget to join our 18k+ ML SubReddit , Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more.

Large Language Models 97

Large Language Models LLM Artificial Intelligence Artificial Intelligence 97

Marktechpost

NOVEMBER 22, 2023

An embedding similarity search looks at the embeddings of previously trained models (like BERT) to discover related and maybe polluted cases. In addition, there is a developing trend in model training that uses synthetic data generated by LLMs (e.g., All credit for this research goes to the researchers of this project.

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Large Language Models BERT LLM Explainability 120

Marktechpost

JANUARY 4, 2024

The development of Large Language Models (LLMs), such as GPT and BERT, represents a remarkable leap in computational linguistics. Meet ‘Unicron,’ a novel system that Alibaba Group and Nanjing University researchers developed to enhance and streamline the LLM training process.

Computational Linguistics 117

Computational Linguistics Large Language Models LLM BERT 117

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 BERT Computer Vision 132

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 114

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.

Large Language Models 118

Large Language Models BERT LLM OpenAI 118

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 98

Large Language Models LLM BERT Artificial Intelligence 98

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 103

John Snow Labs

JUNE 27, 2023

Instead of navigating complex menus or waiting on hold, they can engage in a conversation with a chatbot powered by an LLM. The LLM analyzes the customer’s query, processes the natural language input, and generates a contextual response in real-time. Pythia: Pythia is a vision and language LLM developed by EleutherAI.

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Large Language Models BERT Natural Language Processing NLP 52

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.

Large Language Models 98

Large Language Models Natural Language Processing LLM BERT 98

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.

Large Language Models 98

Large Language Models BERT Natural Language Processing Artificial Intelligence 98

Towards AI

JULY 12, 2024

highlight the risks large language models pose to humanity’s safety as they become bigger and propose mitigation strategies AI researchers and practitioners can incorporate in the development of such models. The paper was published in 2021 and doesn’t account for the latest state-of-the-art LLMs like GPT-4 and Gemini.

Large Language Models 122

Large Language Models BERT Artificial Intelligence Artificial Intelligence 122

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 137

Marktechpost

SEPTEMBER 9, 2024

NLI models offer significant advantages in terms of efficiency, as they can operate with much smaller parameter counts compared to generative LLMs. For instance, a BERT model with 86 million parameters can perform NLI tasks, while the smallest effective zero-shot generative LLMs require 7-8 billion parameters. Also, Claude 3.5

BERT 103

BERT Large Language Models LLM Categorization 103

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 NLP 103

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.

Large Language Models 103

Large Language Models Natural Language Processing BERT Artificial Intelligence 103

Unite.AI

JUNE 21, 2024

The field of artificial intelligence (AI) has witnessed remarkable advancements in recent years, and at the heart of it lies the powerful combination of graphics processing units (GPUs) and parallel computing platform. Accelerating LLM Training with GPUs and CUDA. 122 ~/local 1 Verify the installation: ~/local/cuda-12.2/bin/nvcc

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Deep Learning Neural Network Convolutional Neural Networks Large Language Models 130

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.

Large Language Models 98

Large Language Models BERT Artificial Intelligence Artificial Intelligence 98

Marktechpost

JULY 22, 2023

The well-known large language models such as GPT, DALLE, and BERT perform extraordinary tasks and ease lives. Recently, MLC-LLM has been introduced, which is an open framework that brings LLMs directly into a broad class of platforms like CUDA, Vulkan, and Metal that, too, with GPU acceleration.

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LLM Large Language Models Natural Language Processing Artificial Intelligence 52

AWS Machine Learning Blog

SEPTEMBER 16, 2024

In this post, we adopt a pre-trained genomic LLMs for gRNA efficiency prediction. The idea is to treat a computer designed gRNA as a sentence, and fine-tune the LLM to perform sentence-level regression tasks analogous to sentiment analysis. The backbone is a BERT architecture made up of 12 encoding layers.

Natural Language Processing 114

Natural Language Processing Large Language Models BERT Neural Network 114

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.

Artificial Intelligence 98

Artificial Intelligence Artificial Intelligence Large Language Models Robotics 98

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.

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Large Language Models LLM BERT AI Tools 40

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

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

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.

Large Language Models 98

Large Language Models LLM Machine Learning ML 98

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.

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Large Language Models Deep Learning Natural Language Processing BERT 65

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.

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ChatGPT Large Language Models OpenAI Conversational AI 124

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).

Machine Learning 52

Machine Learning BERT Neural Network OpenAI 52

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 121

ML Python Data Scientist Deep Learning 121

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.

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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.

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LLM Large Language Models Algorithm BERT 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. Book a demo today.

Data Scientist 52

Data Scientist LLM Chatbots AI 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 Chatbots AI AI 52

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.

Large Language Models 59

Large Language Models Neural Network Convolutional Neural Networks 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