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
Build using a broad repository of Foundation Models in language and vision
Clarifai's platform integrates the latest in AI, including models from OpenAI, Cohere and Anthropic. We also make available dozens of open-source foundation models like GPT-Neo, RoBERTa, BERT, Stable Diffusion, and we are always adding more.
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
Data Privacy
Enterprises have proprietary data and unique needs. With Clarifai, you securely control where you are deployed and how your data is accessed or used to train a model.
Collaboration with AI Experts
Partner with AI researchers and specialists to develop customized solutions tailored to specific business needs, ensuring smooth integration of generative AI technology.
Prioritizing AI-Ready Infrastructure
Partner with AI researchers and specialists to develop customized solutions tailored to specific business needs, ensuring smooth integration of generative AI technology.
Establishing Ethical Guidelines
Partner with AI researchers and specialists to develop customized solutions tailored to specific business needs, ensuring smooth integration of generative AI technology.
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.
Resources
Build vs. Buy Checklist
The Executive’s Guide to AI Platform Adoption. What to look for and expect before investing in an AI platform
Documents
Clarifai offers an end-to-end platform for the complete AI lifecycle. No matter the amount of content, you are second away of using AI.
IDC Report
Clarifai named a leader in IDC MarketScape Computer Vision Software Platform 2022 vendor assessment.
Build vs. Buy Checklist
The Executive’s Guide to AI Platform Adoption. What to look for and expect before investing in an AI platform
Documents
Clarifai offers an end-to-end platform for the complete AI lifecycle. No matter the amount of content, you are second away of using AI.
IDC Report
Clarifai named a leader in IDC MarketScape Computer Vision Software Platform 2022 vendor assessment.