Heartbeat

FEBRUARY 8, 2023

Source: Author The field of natural language processing (NLP), which studies how computer science and human communication interact, is rapidly growing. By enabling robots to comprehend, interpret, and produce natural language, NLP opens up a world of research and application possibilities.

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How to Learn Machine Learning

DECEMBER 11, 2022

Introduction to Pandas – The fundamentals Pandas is a popular and powerful open-source data analysis and manipulation library for the Python programming language. We hope this quick introduction has made you understand a little bit what pandas is all about. Lets get to it! See you in the next pandas tutorial!

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AWS Machine Learning Blog

APRIL 7, 2023

To learn more about deploying geo-distributed applications on AWS Wavelength, refer to Deploy geo-distributed Amazon EKS clusters on AWS Wavelength. Although AWS offers a number of options for model training—from AWS Marketplace models and SageMaker built-in algorithms—there are a number of techniques to deploy open-source ML models.

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Explosion

JANUARY 29, 2023

You can read all about this new coref component in our blog post by Ákos, Paul and team that outlines why you want to do coreference resolution in the first place and explains some of the crucial architecture choices of our end-to-end neural system in detail. This function is quite expensive due to its use of the exponentiation function.

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How to Learn Machine Learning

DECEMBER 4, 2022

In 2016, Google released an open-source software called AutoML. Predictive coding is a type of AI that can learn from past data and make predictions about future data. So, for the time being, at least, coders shouldn’t worry about losing their jobs to robots. One way is through the use of predictive coding.

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AssemblyAI

APRIL 3, 2024

Universal-1 reduces hallucination rate by 30% over a widely used open-source model, Whisper Large-v3, providing users with confidence in the results we deliver. Tell me, what was it about? Consider what you're about to do, Paul Atreides. Pero hay no idea lo que me iba a encontrar yo en ese toilet. Emilito. ¿Number

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AWS Machine Learning Blog

AUGUST 14, 2023

To learn more about instruction tuning, refer to Zero-shot prompting for the Flan-T5 foundation model in Amazon SageMaker JumpStart. Answer: 2021 ### Context: NLP Cloud developed their API by mid-2020 and they added many pre-trained open-source models since then. Name]: Fred [Position]: Co-founder and CEO [Company]: Platform.sh

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Flipboard

NOVEMBER 20, 2023

Retrieval Augmented Generation (RAG) allows you to provide a large language model (LLM) with access to data from external knowledge sources such as repositories, databases, and APIs without the need to fine-tune it. Deploy the BAAI/bge-small-en-v1.5 embeddings. embeddings model to a SageMaker real-time endpoint.

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How to Learn Machine Learning

JANUARY 21, 2023

Keep hearing about AI? Data processing involves collecting and interpreting data from various sources. AI-powered health and fitness apps can help us to monitor our physical activity and health, and to make more informed decisions about our lifestyle. Want to know where the field is going this year?

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Hacker News

MARCH 8, 2024

LINUX AND OPEN SOURCE NEWS PODCAST: Listen to the latest Linux and open source news, with more in depth coverage, and ad-free! The mic is nothing to write home about, it's ok for small chats. https://podcast.thelinuxexp.com ? The Sirius 16 comes with 4 speakers, which sound really nice.

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Google Research AI blog

FEBRUARY 28, 2023

Adherence to such public health programs is a prevalent challenge, so researchers from Google Research and the Indian Institute of Technology, Madras worked with ARMMAN to design an ML system that alerts healthcare providers about participants at risk of dropping out of the health information program.

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AWS Machine Learning Blog

JANUARY 12, 2024

For example, in the financial services industry, applications include extracting insights from earnings reports, searching for information from financial statements, and analyzing sentiment about stocks and markets found in financial news. How about a query in Danish?

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AWS Machine Learning Blog

MARCH 28, 2024

With the advancements being made with LLMs like the Mixtral-8x7B Instruct , derivative of architectures such as the mixture of experts (MoE) , customers are continuously looking for ways to improve the performance and accuracy of generative AI applications while allowing them to effectively use a wider range of closed and open source models.

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Hacker News

APRIL 5, 2023

That's the short version, here's the whole story: Ever heard that saying about how "data is the new oil"? You've probably seen stories and infographics about how much your personal information is worth, both to legitimate organisations and criminal networks. And so on and so forth.

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AWS Machine Learning Blog

APRIL 17, 2023

Data Wrangler allows you to import datasets from different data sources. Once imported, you will see two nodes (the source node and the data type node) in the data flow. Amazon Comprehend uses NLP to extract insights about the content of documents. For our use case, we import the sample dataset from an S3 bucket.

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Hacker News

AUGUST 13, 2023

So I stumbled a few weeks ago on this video [[link] about the world's smallest conlang and I've been thinking about it ever since. The whole tok->en dictionary fits on seventeen printed pages [[link] There are no conjugations or tenses to memorize. This fascinated me. I cannot hack the memorization. Not a good one.

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Data Science 101

OCTOBER 12, 2023

Most of my work is about disinformation and cybersecurity. My data sources are usually news, logs and web documents. Information and misinformation about climate and the environment , fraud schemes and rings , targeted disinformation campaigns (e.g. What is so special about @threads right now? The engagement is great.

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Hacker News

SEPTEMBER 5, 2023

Since then, a steady trickle of six-figure cryptocurrency heists targeting security-conscious people throughout the tech industry has led some security experts to conclude that crooks likely have succeeded at cracking open some of the stolen LastPass vaults. But on Nov. In February 2018, LastPass changed the default to 100,100 iterations.

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How to Learn Machine Learning

JANUARY 10, 2023

Have you ever wondered about the sudden emergence & popularity of blockchain apps? Do you have preliminary knowledge about the recent growth of blockchain apps? As Python is known as an open-source language, you are free to select various resources & plug-ins. Are you living under the rocks?

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AWS Machine Learning Blog

AUGUST 15, 2023

The response from the chatbot will be able to directly answer the question and also include the links to the source videos with the specific timestamp of the contents that are most relevant to the user’s request. Users can get answers generated by LLMs and relevant sources with timestamps.

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AWS Machine Learning Blog

APRIL 29, 2024

Choose the model card to open the corresponding model detail page. Alternatively, you can choose Notebooks on the model card and open the example notebook in JupyterLab. Command R/R+ can also perform cross-lingual tasks, such as translation or answering questions about content in other languages.

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Heartbeat

MAY 9, 2023

SpaCy, a free, open source natural language processing library developed in Python, is very popular for use in real products. Step 8: Using the Trained Model We can quickly use our trained classifier model to get predictions about the sentiment of different texts. small_train_dataset = ds["train"].shuffle(seed=34).take(5000)

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AWS Machine Learning Blog

NOVEMBER 10, 2023

Organizations looking to use LLMs to power their applications are increasingly wary about data privacy to ensure trust and safety is maintained within their generative AI applications. LangChain is a popular open source framework that makes it effortless to develop generative AI applications.

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Hacker News

FEBRUARY 2, 2023

This is part 2 in a 3-part series about the Second Law: 1. Building on an earlier interest in space and spacecraft , I’d gotten very interested in physics, and was trying to read everything I could about it. But one afternoon late that summer I decided I should really find out what that mysterious fifth book was all about.

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Heartbeat

DECEMBER 27, 2023

Containerization allows applications to be written once and run anywhere without concern about the machine or environment on which we run them. However, the emergence of the open-source Docker engine by Solomon Hykes in 2013 accelerated the adoption of the technology. What is Docker?

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AWS Machine Learning Blog

SEPTEMBER 6, 2023

Llama 2 was pre-trained on 2 trillion tokens of data from publicly available sources. For more information about version updates, refer to Shut down and Update Studio Apps. To learn about Int8 quantization, refer to LLM.int8(): 8-bit Matrix Multiplication for Transformers at Scale.

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AWS Machine Learning Blog

FEBRUARY 9, 2024

AWS CDK is an open source software development framework to model and provision your cloud application resources using familiar programming languages. To learn more about PrivateLink, see Use AWS PrivateLink to set up private access to Amazon Bedrock. In addition, it aggregates the invocations per model and costs by each team.

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Explosion

MAY 17, 2023

You want to ingest a feed of posts from Twitter, Reddit or some other source, identify mentions of your company or products, and understand common themes between them. Eventually things will stabilize (or perhaps the AGI will get us all after all), and we’ll have some scars and accreted wisdom about what works and what doesn’t.

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AWS Machine Learning Blog

JUNE 7, 2023

Libraries such as DeepSpeed (an open-source deep learning optimization library for PyTorch) address some of these challenges, and can help accelerate model development and training. billion-parameter model using the wikicorpus-en dataset.

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Explosion

OCTOBER 18, 2016

The spaCy user survey has been full of great feedback about the library. How to add sentiment analysis to spaCy with an LSTM model using Keras There are lots of great open-source libraries for researching, training and evaluating neural networks. open() as file_: model = model_from_json(file_.read())

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Hacker News

JANUARY 5, 2013

It made me think about how much I’ve learned then immediately forgotten , over the years. I read books or articles about some useful feature, try it once, but then I get distracted, forget about it, and go about my normal way of doing things. It’s a free, open source, popular spaced repetition software program.

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Explosion

OCTOBER 15, 2017

spaCy is an open-source library for advanced Natural Language Processing in Python. Or maybe your application needs to find names of public figures using spaCy’s named entity recognizer, and check if a page about them exists on Wikipedia. The new version is available on pip via spacy-nightly. This is all possible now!

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Explosion

MARCH 17, 2019

spaCy is an open-source library for industrial-strength natural language processing in Python. There’s never been much doubt that NLP models need to somehow import knowledge from raw text, as labelled training corpora tend to be too small to represent long-tailed knowledge about word meanings and usage. on Google Compute Engine.

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DrivenData Labs

DECEMBER 10, 2023

LLMs were also the key component in chatbot features of several submissions, allowing users to ask questions about a specific paper of interest. bge-small-en-v1.5 bge-small-en-v1.5 Moreover, the chance to work on a challenge that could help NASA researchers was a significant source of motivation.

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ML Review

MAY 3, 2018

In our previous work , we briefly attempted to outline Computer Vision’s claim on intelligence; building systems that can learn, infer and reason about the world from visual data alone. This topic, when broached, has historically been a source of contention among linguists, neuroscientists and AI researchers.

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Mlearning.ai

FEBRUARY 12, 2023

If I ask her about school, she shouldn’t respond with something about cars. OpenAI released a list of example prompts for several applications of GPT here if you want to learn more about prompting GPT. Along with this “memory” helping my girlfriend remember what we spoke about, I also use it to reload a past conversation I had.

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