Foundation Models
Fine-tune for higher accuracy at a fraction of the cost
What are Foundation Models?
Foundation models, also known as base models or pre-trained models, are massive models that have been trained on vast amounts of data. These models are a starting point for many Vision and NLP tasks, such as image generation, question answering, text generation, translation, sentiment analysis, and more.
Clarifai makes it easy to fine-tune foundation models for specific tasks
Leverage foundation models, speed development, increase accuracy and reduce cost
Rapidly deploy models yourself
Use our UI or our SDKs to upload your own model or choose from thousands of the world’s best models in our community. Once a model is uploaded, it’s automatically available for any amount of production traffic. Clarifai solves the ML Ops headaches for you so you can focus on building value.
Transfer Learn on top of FMs
Harness the power of any foundation model's embeddings as the base for your own fine-tuned model. Fine-tuned models train an order of magnitude faster and cheaper for domain-specific tasks.
Automate labeling with GPT3.5 and other FMs
Use the outputs of foundation models in workflows to automate tasks. For example, while GPT 3.5 can complete labeling tasks easily, the process of taking its outputs and applying them to thousands of data points is laborious. Clarifai can create labeling automation.
Easily try and evaluate multiple models
Foundation models wrapped in the Clarifai API can be easily swapped out or fine-tuned again using the same data. We provide a common interface for all foundation models we offer, and it's a simple process to evaluate new ones for your use cases.
Segment and vectorize large documents
The largest LLMs can only handle up to 20,000 words of factual information for answering questions. With Clarifai, you can provide 100's of pages of information for your models to use.
Add prompt templates to simplify repeat LLMs use cases
Many tasks you’ll need LLMs for are repeatable. By making these part of your Clarifai application, you won’t need to re-enter prompts the same way every time.
Bring the power of sustainable generative AI to your enterprise
Clarifai: Your End-to-End AI Solution
Together with our patented AI platform, Clarifai provides a solution including data preparation, model development, and operationalization so you build and deploy models at scale.
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Automated data labeling
Model training & evaluation
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