Mlearning.ai

MARCH 30, 2023

A pre-trained model such as BERT or GPT can be used as a starting point and fine-tuned on a specific dataset to perform these tasks. Submission Suggestions Why Transfer Learning is a Game-Changer for AI Development was originally published in MLearning.ai

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Marktechpost

MARCH 21, 2024

The advent of open foundation models, such as BERT, CLIP, and Stable Diffusion, has ushered in a new era in artificial intelligence, marked by rapid technological development and significant societal impact.

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ODSC - Open Data Science

FEBRUARY 17, 2023

Natural language processing (NLP) has been growing in awareness over the last few years, and with the popularity of ChatGPT and GPT-3 in 2022, NLP is now on the top of peoples’ minds when it comes to AI. Developing NLP tools isn’t so straightforward, and requires a lot of background knowledge in machine & deep learning, among others.

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Unite.AI

DECEMBER 27, 2023

These innovations have been, in fact, the foundation for the AI developments we witnessed recently. Facebook's RoBERTa, built on the BERT architecture, utilizes deep learning algorithms to generate text based on given prompts. OpenAI's GPT-4 stands as a state-of-the-art generative language model, boasting an impressive over 1.7

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John Snow Labs

AUGUST 28, 2023

For the sake of this example we chose to use bert-base-cased and train it on the ConLL dataset. As we strive for responsible AI development, this new feature in LangTest is a step forward in promoting easy to use ethical AI practices and ensuring the responsible deployment of language models in real-world scenarios.

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Unite.AI

DECEMBER 1, 2023

As we continue to integrate AI more deeply into various sectors, the ability to interpret and understand these models becomes not just a technical necessity but a fundamental requirement for ethical and responsible AI development. This presents an inherent tradeoff between scale, capability, and interpretability.

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Becoming Human

MARCH 12, 2024

It leverages advanced language models like GPT-4, PaLM-2, Llama-2, and BERT to develop context-aware applications. Integrating human insights with AI capabilities marks a balanced approach that ensures a future where justice and efficiency thrive. Elevate your legal practice with AI-driven legal research solutions!

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IBM Journey to AI blog

FEBRUARY 13, 2024

Tools such as Midjourney and ChatGPT are gaining attention for their capabilities in generating realistic images, video and sophisticated, human-like text, extending the limits of AI’s creative potential. Custom-trained models: Most organizations can’t produce or support AI without a strong partnership.

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Snorkel AI

JANUARY 12, 2023

Snorkel Flow capabilities supporting multi-lingual NLP The Snorkel Flow data-centric development loop, centered on programmatic labeling, rapid model and training data iteration, and performance analysis, applies across any language with minor adjustments.

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Snorkel AI

OCTOBER 4, 2023

How foundation models jumpstart AI development Foundation models (FMs) represent a massive leap forward in AI development. Speed and enhance model development for specific use cases. Data teams can fine-tune LLMs like BERT, GPT-3.5 natural language processing, image classification, question answering).

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Snorkel AI

OCTOBER 4, 2023

How foundation models jumpstart AI development Foundation models (FMs) represent a massive leap forward in AI development. Speed and enhance model development for specific use cases. Data teams can fine-tune LLMs like BERT, GPT-3.5 natural language processing, image classification, question answering).

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Unite.AI

OCTOBER 23, 2023

Over the past few years, Large Language Models (LLMs) have garnered attention from AI developers worldwide due to breakthroughs in Natural Language Processing (NLP). The figure above compares the performance of the MiniGPT-5 framework with the fine-tuned MiniGPT-4 framework on the S-BERT, Rouge-L and Meteor performance metrics.

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O'Reilly Media

APRIL 23, 2024

They published the original Transformer paper (not quite coincidentally called “Attention is All You Need”) in 2017, and released BERT , an open source implementation, in late 2018, but they never went so far as to build and release anything like OpenAI’s GPT line of services. Will History Repeat Itself?

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ODSC - Open Data Science

AUGUST 3, 2023

How to Compute Sentence Similarity Using BERT and Word2Vec The sent2vec is an open-source library. Amazon Launches HealthScribe a New Generative AI Tool to Summarize Doctors Visits and Manage Files Amazon Web Services launched a new generative AI tool called HealthScribe, allowing doctors to use speech recognition machine learning & AI.

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Unite.AI

SEPTEMBER 18, 2023

NLP in particular has been a subfield that has been focussed heavily in the past few years that has resulted in the development of some top-notch LLMs like GPT and BERT. Another subfield that is quite popular amongst AI developers is deep learning, an AI technique that works by imitating the structure of neurons.

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Snorkel AI

AUGUST 24, 2023

Build better AI-fueled complaint handling with Snorkel AI The Snorkel Flow data-centric AI platform helps businesses create and launch AI applications for their specific needs by enabling them to label data accurately and at scale.

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Snorkel AI

AUGUST 24, 2023

Build better AI-fueled complaint handling with Snorkel AI The Snorkel Flow data-centric AI platform helps businesses create and launch AI applications for their specific needs by enabling them to label data accurately and at scale.

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Snorkel AI

AUGUST 24, 2023

Build better AI-fueled complaint handling with Snorkel AI The Snorkel Flow data-centric AI platform helps businesses create and launch AI applications for their specific needs by enabling them to label data accurately and at scale.

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Viso.ai

DECEMBER 18, 2023

This compatibility ensures that AI developers can leverage the strengths of diverse platforms while maintaining model portability and efficiency. Among its most important findings was how it enabled training BERT with double the batch size compared to PyTorch.

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ODSC - Open Data Science

NOVEMBER 8, 2023

Generative AI is a new field. Over the past year, new terms, developments, algorithms, tools, and frameworks have emerged to help data scientists and those working with AI develop whatever they desire.

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Heartbeat

OCTOBER 5, 2023

The emergence of Large Language Models (LLMs) like OpenAI's GPT , Meta's Llama , and Google's BERT has ushered in a new era in this field. Simplicity: By simplifying AI development, LLMOps reduces complexity and makes AI more accessible and user-friendly.

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Unite.AI

AUGUST 4, 2023

LangChain fills a crucial gap in AI development for the masses. Hugging Face Hugging Face is a FREE-TO-USE Transformers Python library, compatible with PyTorch, TensorFlow, and JAX, and includes implementations of models like BERT , T5 , etc.

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AWS Machine Learning Blog

APRIL 29, 2024

Besides easy access, using Trainium with Metaflow brings a few additional benefits: Infrastructure accessibility Metaflow is known for its developer-friendly APIs that allow ML/AI developers to focus on developing models and applications, and not worry about infrastructure. We are happy to help you get started.

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Pickl AI

SEPTEMBER 21, 2023

Transformers, like BERT and GPT, brought a novel architecture that excelled at capturing contextual relationships in language. Balancing the limitations and capabilities of language models is vital for optimal performance and is an ongoing challenge for AI developers.

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AWS Machine Learning Blog

NOVEMBER 30, 2023

The metrics are case insensitive and the values are in the range of 0 (no match) to 1 (perfect match); (2) METEOR score (similar to ROUGE, but including stemming and synonym matching via synonym lists, e.g. “rain” → “drizzle”); (3) BERTScore (a second ML model from the BERT family to compute sentence embeddings and compare their cosine similarity.

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Dlabs.ai

NOVEMBER 2, 2023

The most popular tools among our developers are Copilot and ChatGPT. Creating Apps using AI: Developers use AI in building innovative applications. In our case, during the development of our GPT-based diabetes assistants. BERT), GPT is a generative model. But why settle on GPT?

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deepsense.ai

OCTOBER 8, 2023

Need a reliable partner for a forward-thinking AI project for your business? Choose our AI development services ! The post Creating your whole codebase at once using LLMs – how long until AI replaces human developers? appeared first on deepsense.ai.

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Snorkel AI

OCTOBER 17, 2023

The work involved in training something like a BERT model and a large language model is very similar. The AI development game is going to be a lot more architecting evaluation benchmarks, versus the model itself. Once you’ve set the number right, then you’re good. But that part was challenging.

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Snorkel AI

OCTOBER 17, 2023

The work involved in training something like a BERT model and a large language model is very similar. The AI development game is going to be a lot more architecting evaluation benchmarks, versus the model itself. Once you’ve set the number right, then you’re good. But that part was challenging.

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