AI Foundation Models
Spin up and start using Abacus.AI's foundational models to solve complex problems that involve language, vision and speech within minutes. Foundational models are large-scale models that are trained on billions of real-world examples and can process natural language, speech or images at the same level as humans if not better. Further, these models can easily be fine tuned to solve any specific task in your domain with performance comparable to a domain expert.
For enterprises
Models
Language
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Emotion Detection
- Trained on twitter data to detect emotions such as Anger, Joy, Amusement, etc
- Get Social media pulse of your company.
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Sentiment Detection
- Trained on twitter data to classify tweets as positive, negative or neutral
- Understand how customers are responding to a campaign
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Translation
- A model to translate between multiple languages including English, Spanish, French, German, etc
- Translation models improves accuracy and reduces cost
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Summarization
- Summarize large volumes of text and extract insights efficiently
- Reduces cost and manual effort to read large documents or articles
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Zero Shot Classification
- Check if any categories of interest are present in a given document
- Reduces cost and effort as labeling is not required
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NER
- Check if any entities of interest are present in a given text
- Automate back office tasks to reduce cost
Vision
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Image Classification
- Trained on 10M+ images and 20k+ classes to classify images
- Easily identify and categorize images
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Image Segmentation
- Trained on more than 100k annotated images to identify pixels belonging to a class
- Extremely useful for applications in diverse industries, especially healthcare
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Zero Shot Image Classification
- Combines NLP with Vision to check if any categories of interest are present in a given image
- Reduces cost and effort as labeling is not required
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Object Detection
- Detect objects within an image using bounding boxes
- Useful in security industry to scan for weapons or healthcare to detect tumors
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Emotion Detection
- Detect various emotions such as Anger, Joy, Amusement, etc
- Useful for security interrogation or school behavior monitoring etc
Speech
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Speech Recognition
- Convert speech to text
- Transcribe meetings, physician recordings, etc with improved accuracy
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Emotion Recognition
- Detect various emotions such as Anger, Joy, Amusement, etc
- Understand customer emotions on support calls
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Text to Speech
- Converts text into speech for different voices
- Build tools to read text, especially for people without vision
Multi-Model
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Text to Image
- Generate detailed images based on textual descriptions
- Based on Stable Diffusion Model
- Produce high quality content at minimal cost
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OCR Models
- Extracts text from computer generated or handwritten images and documents
- Based on TrOCR Model
- Digitization of records to improve access and reduce costs
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Image Captioning
- Based on VIT and GPT2
- Can be used for indexing images, building applications for visually impaired people e.t.c
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Image Question and Answer
- Based on Vilt and LayoutLM models
- Search or extract intelligence from images accurately
Generative Models
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Language Generation
- Generates text to answer a question, complete a paragraph or other such tasks
- Based on GPT3, Flan-T5
- Generate marketing copies or articles efficiently
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Image Generation
- Generate detailed images based on textual descriptions
- Based on Stable Diffusion Model
- Produce high quality content at minimal cost
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Code Generation
- Generates code from natural language instructions
- Based on Codegen model
- Acts as a pair programmer to improve developer productivity and reduce errors
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Music Generation
- Generates novel music suited to your needs
- Based on Harmony
- Can be used by content creators as background score
Benefits
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Increase User Engagement and Revenue
Our AI engine will increase your user engagement by at least 30% with personalized recommendations.
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Hyper-Personalized Recommendations
We generate recommendations that are truly personalized to individual preferences which means more user interaction and conversion.
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Automated Pipelines and Retraining
Don't waste time in dealing with data hassles. We will automatically create your data pipelines and retrain your models.
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Works For New Users
We use generative modeling to produce recommendations that means even with very little data about a particular user/item you won't have a cold start.
