MLOps Research
Hybrid Models
Combine your tabular data with text to extract powerful insights
Improve model performance by embedding text features
No need to manually engineer features from text
Pretrained text embeddings available for natural language
With Abacus.AI you can set up state of the art deep learning models for Sentiment Analysis within hours. Based on your specific domain and use-case, Abacus.AI can fine-tune pre-trained models, apply transfer learning or simply train new language models from scratch. No cumbersome data preparation or engineering effort to deploy the models in production are required.
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Benefits
Simple Setup
Simply upload your labelled document to get predictions. No need to spend time on building models or tuning the hyperparameters. Abacus.AI automatically figures out the ideal hyperparameters that generate the best model
Pretrained Embeddings
Abacus.ai lets you pick a pre trained embedding to bring insights gained from large volumes of text to your data or you could choose to train a text embedding catered to your domain
Improved Accuracy
Combining text with structured data improves the accuracy of your models
Rich Console + Analytics
Our rich and user-friendly console provides an easy interface for you to evaluate the model performance and view predictions
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