Bitext

SEPTEMBER 22, 2023

Since architectures are mostly made public via open source, data seems to offer one potential path. The corpus includes tagging for offensive language generated from human-curated dictionaries. What Solutions are Available? At Bitext we’ve produced data for NLP/NLU/AI applications for a few years.

LLM 52

LLM NLP Chatbots AI 52

Unite.AI

OCTOBER 6, 2023

Celina's work has expansively bridged across the private and public sectors and across various development areas including financial inclusion, micro and small enterprise development, market system development, gender, climate change, and public health. I had worked for many years in data in the international development sector.

Data Scientist 289

Data Scientist Data Science Machine Learning Natural Language Processing 289

Towards AI

AUGUST 11, 2023

Discover how tabular data space is being transformed by Kaggle competitions, the open-source community, and Generative AI. Open-source Contributions: Thanks to major open-source libraries like Pandas, DuckDB, SDV, and Scikit-learn, manipulating, preprocessing, and building predictive models on tabular data is now incredibly easy.

Machine Learning 86

Machine Learning Data Analysis Deep Learning AI 86

Dlabs.ai

SEPTEMBER 26, 2023

file that will hold our tags: locals { # Common tags to be assigned to all resources tags = { Name = "mlflow-terraform" Environment = var.env } } Main file In main.tf , we will insert our basic configuration; the version should be the latest available. The image needs to be pushed with the tag latest.

Machine Learning 52

Machine Learning Data Science Automation ML 52

AWS Machine Learning Blog

OCTOBER 6, 2023

Furthermore, we discuss the diverse applications of these models, focusing particularly on several real-world scenarios, such as zero-shot tag and attribution generation for ecommerce and automatic prompt generation from images. This is where the power of auto-tagging and attribute generation comes into its own.

Generative AI 91

Generative AI Prompt Engineer Prompt Engineering Computer Vision 91

Allen AI

AUGUST 18, 2023

AI2 Dolma: 3 Trillion Token Open Corpus for Language Model Pretraining Since March, we at the Allen Institute for AI have been creating OLMo , an open language model to promote the study of large-scale NLP systems. We decided our ideal dataset would meet several criteria: Openness. Representativeness.

Auto-complete 98

Auto-complete Large Language Models NLP Explainability 98

AWS Machine Learning Blog

NOVEMBER 22, 2023

AWS provides tools such as Amazon CloudWatch , tags , and AWS CloudTrail to make it straightforward to accurately identify the cost and usage of workloads, make sure you utilize resources to measure return on investment (ROI), and enable workload owners to optimize their resources and reduce costs.

IDP 77

IDP Auto-classification Machine Learning Auto-complete 77

Unite.AI

MAY 8, 2024

Graph Neural Network Architectures Graph Neural Network Architecture – source The key distinction between traditional deep neural networks and GNNs lies in their ability to operate directly on graph-structured data.

Neural Network 182

Neural Network Large Language Models LLM BERT 182

Unite.AI

AUGUST 21, 2023

n8n The first tool on our list is n8n, a disruptive open-source contender in the realm of workflow automation tools. Unlike its pricier, closed-source counterparts, n8n stands out with its open-source and self-hosted commitment. Extensive Integration: Compatible with 1400+ apps and any public API.

Automation 246

Automation Algorithm ML AI 246

AWS Machine Learning Blog

MAY 5, 2023

Voxel51 is the company behind FiftyOne, the open-source toolkit for building high-quality datasets and computer vision models. FiftyOne by Voxel51 is an open-source toolkit for curating, visualizing, and evaluating computer vision datasets so that you can train and analyze better models by accelerating your use cases.

Metadata 73

Metadata Computer Vision Machine Learning Data Scientist 73

AWS Machine Learning Blog

FEBRUARY 13, 2024

The BigBasket team was running open source, in-house ML algorithms for computer vision object recognition to power AI-enabled checkout at their Fresho (physical) stores. Use a custom PyTorch Docker container including other open source libraries. The following figure provides an overview of the checkout process.

Computer Vision 94

Computer Vision Convolutional Neural Networks AI AI 94

John Snow Labs

JULY 19, 2023

This landscape is a vibrant blend of commercial entities and open-source advocates, with a wealth of diversity in their origin stories, funding, and the models they have developed. Google’s PALM-2 (Bard) and Meta’s LLaMA models stand out, with the latter available as open-source for non-commercial uses.

LLM 98

LLM OpenAI Large Language Models NLP 98

Viso.ai

DECEMBER 20, 2023

CVAT is an open-source software tool for teams to create image and video annotations. CVAT stands for Computer Vision Annotation Tool ; it is a free, open-source digital image animation tool written in Python and JavaScript. CVAT is an open-source tool and can be hosted as a web-based online annotation tool.

Computer Vision 98

Computer Vision Deep Learning Neural Network Automation 98

AWS Machine Learning Blog

APRIL 22, 2024

To configure LDAPS in HyperPod cluster instances, the lifecycle script installs and configures System Security Services Daemon (SSSD) —an open source client software for LDAP/LDAPS. When the status changes to Active , open the detail page of the directory and take note of the DNS addresses for later use. We will add LDAPS later.

Software Engineer 81

Software Engineer Software Development Machine Learning ML 81

Heartbeat

FEBRUARY 9, 2023

SpaCy is a free, open-source library written in Python for advanced Natural Language Processing. One of SpaCy’s important strengths is its adaptability to construct and use specific models for NLP tasks, such as named entity identification or part-of-speech tagging. What is spaCy? 1 NUM 4.

Natural Language Processing 52

Natural Language Processing Python NLP Deep Learning 52

Mlearning.ai

FEBRUARY 28, 2023

Building a Simple Front End with Streamlit Streamlit is an open-source Python library that let users build web applications quickly without any knowledge of common web development frameworks such as JavaScript, HTML or CSS. The first 6 lines are for importing necessary classes in our source codes. matplotlib==3.5.0 inside. ."

Data Science 52

Data Science Python Data Scientist ML 52

Flipboard

OCTOBER 25, 2023

The first is the raw input data that gets ingested by source systems, the second is the output data that gets extracted from input data using AI, and the third is the metadata layer that maintains a relationship between them for data discovery. You can also configure custom Block Public Access settings for each access point.

ML 132

ML Metadata AI AI 132

AWS Machine Learning Blog

APRIL 19, 2024

v1alpha5 kind: ClusterConfig metadata: name: do-eks-yaml-karpenter version: '1.28' region: us-west-2 tags: karpenter.sh/discovery: The worker nodes are hosted in private subnets, and the cluster API endpoint is public by default. discovery: "do-eks-yaml-karpenter" securityGroupSelectorTerms: - tags: karpenter.sh/discovery:

Auto-complete 93

Auto-complete Metadata AI AI 93

Flipboard

DECEMBER 6, 2023

The dataset consists of time series data points representing the number of assets owned; the transaction history between investment institutions, individuals, and public companies; and many more elements. As for performance, the goal was to maintain a query response time of seconds to ensure a positive experience for end-users.

Chatbots 130

Chatbots LLM Prompt Engineer Prompt Engineering 130

Snorkel AI

JULY 19, 2023

We used weak supervision to programmatically curate instruction tuning data for open-source LLMs. Unfortunately, high variance in the quality and distribution of responses collected by volunteers has limited the quality of resulting open source models. For these experiments, we use the RedPajama family of LLMs.

Categorization 52

Categorization ChatGPT Large Language Models Generative AI 52

Snorkel AI

JULY 19, 2023

We used weak supervision to programmatically curate instruction tuning data for open-source LLMs. Unfortunately, high variance in the quality and distribution of responses collected by volunteers has limited the quality of resulting open source models. For these experiments, we use the RedPajama family of LLMs.

Categorization 52

Categorization ChatGPT Large Language Models Generative AI 52

AWS Machine Learning Blog

NOVEMBER 16, 2023

In this post, we discuss the use of an open-source model specifically designed for the task of visual question answering (VQA). We propose using this capability with the Amazon SageMaker platform of services to improve regression model accuracy in an ML use case, and independently, for the automated tagging of visual images.

ML 82

ML Machine Learning Computer Vision Auto-classification 82

Pragnakalp

JANUARY 1, 2024

This blog delves into Mistral AI’s open-source model and API, offering a hands-on exploration through code snippets. Mistral AI – Open-source models Mistral AI has open-sourced pre-trained and fine-tuned models. Please refer to this source about API pricing and rate limit.

Natural Language Processing 52

Natural Language Processing Neural Network Convolutional Neural Networks LLM 52

AWS Machine Learning Blog

JULY 25, 2023

With SageMaker JumpStart, ML practitioners can choose from a growing list of best performing open source FMs. By default, it opens the Deploy tab. Expand the Deployment Configuration section to change the hosting instance and endpoint name , or add any additional tags. Choose the Flan-T5 XXL model under Foundation Models.

Generative AI 76

Generative AI Python AI AI 76

Heartbeat

SEPTEMBER 19, 2023

We will use the LLM SDK, which is open-sourced and has really extensive LLMOps functionality. Other arguments that can be used include: tags : List[str] (optional), user-defined tags attached to a prompt call. Then, hit the create button. Create a new LLM project in Comet. output : str (required), output from LLM.

Large Language Models 52

Large Language Models Metadata LLM Data Scientist 52

Heartbeat

FEBRUARY 8, 2024

As per Gartner , the primary source of customer service will be AI chatbots for 25% of organizations by 2027. Among many options, LangChain stands out as a powerful library for creating chatbots because it is flexible, scalable, and open-source. The rest are optional like prompt template, metadata, tags, etc.

Conversational AI 52

Conversational AI Chatbots LLM Prompt Engineer 52

Snorkel AI

JUNE 12, 2023

Moreover, as model architectures, algorithms, and public datasets rapidly commoditize, enterprises’ private data and knowledge becomes one of AI’s most important sources of differentiation. classification, tagging, extraction). summarization, chat, Q&A, etc.). Footnotes (1) Brants et al.

Data Platform 145

Data Platform Large Language Models Software Development ChatGPT 145

AWS Machine Learning Blog

APRIL 11, 2023

Run SageMaker Processing jobs in a secure environment It’s best practice to create a private Amazon VPC and configure it so that your jobs aren’t accessible over the public internet.

Data Scientist 71

Data Scientist ML Python ML Engineer 71

Snorkel AI

OCTOBER 12, 2023

On the industry side, Databricks has been building a stack of simple yet powerful tools for “LLMOps” into the MLflow open-source framework. Julien sheds light on projects like Big Science and explore how open-source projects can lead to a more adaptable AI stack, empowering developers to create use-case-specific solutions.

Data Scientist 64

Data Scientist AI AI ML 64

Snorkel AI

JUNE 12, 2023

Moreover, as model architectures, algorithms, and public datasets rapidly commoditize, enterprises’ private data and knowledge becomes one of AI’s most important sources of differentiation. classification, tagging, extraction). summarization, chat, Q&A, etc.). Footnotes (1) Brants et al.

Data Platform 141

Data Platform Large Language Models Software Development ChatGPT 141

AWS Machine Learning Blog

MAY 17, 2023

For this post, we use data from the following open-source GitHub repo. Upload facies CSV data to Snowflake In this section, we take two open-source datasets and upload them directly from our local machine to a Snowflake database. In the Tags section, add a tag with the key SageMaker and value true.

Data Scientist 72

Data Scientist ML Machine Learning Data Science 72

AWS Machine Learning Blog

DECEMBER 12, 2023

SageMaker JumpStart provides access to hundreds of foundation models maintained from third-party open source and proprietary providers. On the SageMaker console, choose Studio in the navigation pane, then choose Open Studio. On the Set description tag page, choose Create access key. Choose Done. Choose Deploy.

LLM 93

LLM Large Language Models Generative AI Neural Network 93

Heartbeat

MAY 9, 2023

SpaCy, a free, open source natural language processing library developed in Python, is very popular for use in real products. Please click to access Papers with Code Public Leaderboard! ?Data names Let’s define our labels in dictionary format as “tag name” and “tag id” to be used when defining in SpaCy data format.

Natural Language Processing 59

Natural Language Processing ML Machine Learning Deep Learning 59

John Snow Labs

SEPTEMBER 26, 2023

Supriya Raman, VP of Data Science at JPMorgan, comments, “Using LLMs on domain-specific knowledge bases ensures that we can fine-tune them on data specific to our organization or domain, improving search accuracy, automating tagging, and even generating new content. I work in healthcare, so I am extremely conservative about these issues. “I

NLP 52

NLP Large Language Models LLM Data Scientist 52

Snorkel AI

OCTOBER 12, 2023

On the industry side, Databricks has been building a stack of simple yet powerful tools for “LLMOps” into the MLflow open-source framework. Julien sheds light on projects like Big Science and explore how open-source projects can lead to a more adaptable AI stack, empowering developers to create use-case-specific solutions.

Data Scientist 59

Data Scientist AI AI ML 59

AWS Machine Learning Blog

AUGUST 23, 2023

In addition, because recommender pipelines can be strongly influenced by open-source code, if Amazon CodeWhisperer detects a lineage, it flags the license references (for example, MIT or Apache, an open-source project). He holds a bachelor’s degree in Computer Engineering from Goa University and Ph.D.

Software Engineer 72

Software Engineer Generative AI Prompt Engineer Prompt Engineering 72

Heartbeat

APRIL 17, 2023

Part-of-speech (POS) tagging: Each word in the text is tagged with its part-of-speech (e.g., This involves identifying contiguous groups of words that belong together, based on their part-of-speech tags. It is responsible for tokenization, part-of-speech tagging, dependency parsing, and named entity recognition.

NLP 52

NLP Natural Language Processing Python Machine Learning 52