Sentiment classification is one of the most common problems prevelant in the industry. Getting labelled data in less time to train a classifier is a tedious task. This solution takes input of unlabeled text data and generates initial/base labels using BERT based pre-trained model for sentiment...
Algorithm - Fulfilled on Amazon SageMaker
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Solar Mini Chat is a compact yet powerful advanced English/Korean large language model. It is specifically fine-tuned for multi-turn chat purposes, demonstrating enhanced performance across a wide range of natural language processing tasks. This fine-tuning equips it with the ability to handle...
Model Package - Fulfilled on Amazon SageMaker
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Jina Embeddings v2 Small model is optimized for speed of inference and memory efficiency - For higher accuracy, use the Base model. jina-embeddings-v2-small-en is an open-source English embedding model supporting 8192 sequence length. This state-of-the-art AI embedding model enables many...
Model Package - Fulfilled on Amazon SageMaker
This solution provides an AutoML piepline which takes in an input csv that contains the labelled text data for any usecase along with a JSON file that contains the desired preprocessing steps that need to be used on the text data. The preprocessed data is then vectorized using different embeddings....
Model Package - Fulfilled on Amazon SageMaker
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The Clinical De-Identification model is designed to recognize and anonymize PHI in Arabic-language clinical notes. It employs state-of-the-art natural language processing techniques to detect sensitive information such as patient names, addresses, medical record numbers, and other identifiers. Once...
Model Package - Fulfilled on Amazon SageMaker
To make the most out of search engine software like OpenSearch, when dealing with Hebrew texts a dedicated conversion layer (Analyzer) has to be used in order for Hebrew to even be searchable, and to leverage the full range of features provided by the search engine itself. Eyfo's Hebrew Search...
Starting from $0.10/hr or from $899.00/yr (1% savings) for software + AWS usage fees
This is a 2 in 1 AMI developed for seamlessly toggling between Mistral 7B and MistralLite. Tailored for efficiency, it empowers users with advanced AI capabilities, optimized for diverse tasks like long-context processing, summarization, and question-answering. Simplifying deployment via AWS, it's...
Linux/Unix, Ubuntu 22.04 - 64-bit Amazon Machine Image (AMI)
This solution identifies the various aspects and their corresponding sentiment from online product reviews for laptops. The following 8 aspects are identified: price, display quality, sound quality, battery life, processor & memory, hardware - keyboard and mouse, software and, other and the 3...
Model Package - Fulfilled on Amazon SageMaker
jina-colbert-v1-en is an open-source English ColBERT-style embedding model supporting 8192 sequence length. ColBERT (Contextualized Late Interaction over BERT) leverages the deep language understanding of BERT while introducing a novel interaction mechanism. This mechanism, known as late...
Model Package - Fulfilled on Amazon SageMaker
Large language models and generative AI have the potential to drastically accelerate enterprise productivity and transform how work is done. But their usefulness is limited unless they are integrated into the enterprise, not attached to one-off applications or external APIs. Yurts is an enterprise...
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