Creating Small Language Models for all your text processing needs
At Tanaos we develop custom task-specific Small Language Models for any text processing task. Our Artifex library allows you to easily perform inference with out pre-trained models, and also to create your own custom model for free and without any labeled data.
Due to their very small size (500MB, 0.1B params on average) and task-specific nature, our pre-trained models are lightning fast, highly accurate and CPU-friendly. They also ensure data privacy and security by processing data locally on the user's device.
Below is a list of models you can use for free through our Artifex library. We also offer Enterprise Solutions with production-ready custom models tailored to your specific needs. For more information, take a look at this page or contact us at info@tanaos.com.
| Model | Language | Description | Artifex | HuggingFace |
|---|---|---|---|---|
| Text Classification | English | Performs general-purpose text classification based on the user requirements. | Artifex | - |
| Guardrail | English | Flags unsafe, harmful, or off-topic messages. | Artifex | HuggingFace |
| Guardrail | Spanish | Flags unsafe, harmful, or off-topic messages. | Artifex | HuggingFace |
| Guardrail | German | Flags unsafe, harmful, or off-topic messages. | Artifex | HuggingFace |
| Intent Classification | English | Classifies user messages into predefined intent categories. | Artifex | HuggingFace |
| Reranker | English | Ranks a list of items or search results based on relevance to a query. | Artifex | - |
| Sentiment Analysis | English | Determines the sentiment (positive, negative, neutral) of a given text. | Artifex | HuggingFace |
| Emotion Detection | English | Identifies the emotion expressed in a given text. | Artifex | HuggingFace |
| Named Entity Recognition | English | Detects and classifies named entities in text. | Artifex | HuggingFace |
| Text Anonymization | English | Removes personally identifiable information (PII) from text. | Artifex | HuggingFace |
| Spam Detection | English | Identifies whether a message is spam or not. | Artifex | HuggingFace |
| Spam Detection | Spanish | Identifies whether a message is spam or not. | Artifex | HuggingFace |
| Spam Detection | German | Identifies whether a message is spam or not. | Artifex | HuggingFace |
| Topic Classification | English | Classifies text into predefined topics. | Artifex | HuggingFace |
