Mantium provides access to models that can process text for various tasks. No matter which industry you’re in, Mantium can help you discover and refine the models and choose the tasks that will help you solve your most pressing business problems.
AI can make quick work of searching through a document for contextual meaning or semantic similarity. Quickly retrieve information from your documents and pinpoint answers.
AI can quickly scan documents and classify according to sentiment, subject, action, etc. This can be applied to fraud detection, service request tickets, and so much more.
Summarization of long, detailed, complex material is time consuming for humans, and requires domain experts, but it can be automated with an AI.
Humans sleep; AI doesn’t. Build an answering model that is always awake and ready to help, trained on your company’s data to improve accuracy and relevancy.
Test various models from different providers. Adjust prompts and parameter settings. All from one centralized place: the Mantium Platform.
AI21’s API provides access to Jurassic-1. With 178 billion parameters, it is one of the largest language models available. It can be used to generate long form content.
The Cohere API provides access to models that read billions of web pages and learn to understand the meaning, sentiment, and intent of the words we use.
The volunteer researchers, engineers, and developers at Eleuther AI bring you GPT-J. This open source model offers the visibility that many companies need in their development.
OpenAI’s GPT-3 was the first-of-its-kind API. With three available endpoints, it can be applied to any language task, and currently serves millions of production requests each day.
Hugging Face is a data science platform with 58K+ AI models that provide tools to enable users to build, train and deploy models based on open source code.
Mantium is an independent enterprise and not affiliated with any provider we support, including but not limited to OpenAI, Co:here, or Eleuther AI.
You don’t have to be an expert machine learning engineer to create powerful AI applications. But if you’re feeling lost our tutorials and guides will help you understand how to effectively design your prompts and achieve your desired results.
We make it easy to add and adjust prompts through the UI. You’ll choose an endpoint that matches your task, write your prompt, and adjust parameter settings. As you begin testing your prompt, you can return to make adjustments.
Design powerful, highly customized applications by taking the output of one prompt as the input of the next. Chain as many prompts together as you need to reduce prompt design work. Swap prompts as needed to increase performance or refine the final output.
Similar to an actor asking for a line, prompts tell the model how it should work or what it should “say”. Written in natural language, a prompt’s job is to tell the model what the task is and what you want your output to look like.
Prompt engineering can be an exercise in trial and error, but Mantium has you covered. We keep track of all the changes you make to your prompts and store the version history so that prompt developers can recover previous drafts and compare their performance.
Pre-trained large language models can do a great job out of the box on many tasks. However, sometimes it is still useful to customize a model for a particular application. Mantium allows organizations to tailor models to their specific needs so that the output they generate is right on target.
Pre-trained language models are capable of zero-shot inference, which means that they can do a good job out of the box. To get the best results, the model can be fine tuned on a dataset, and parameters adjusted to improve results, especially for niche cases.
Mantium offers easy fine tuning right inside the platform that even non-technical people can use. We also provide advanced fine tuning capabilities upon request. Please contact us for a consultation to determine which method is right for you.