Startups building foundation models

Activeloop is a startup involved in the development of AI infrastructure, specifically providing tools for creating, storing, and managing multi-modal AI datasets, which are essential for fine-tuning large language models (LLMs). This indicates involvement in the development of foundation models.

Imbue (formerly Generally Intelligent) is a startup that is actively involved in the development of AI systems, including foundation models. The company has introduced CARBS, a cost-aware hyperparameter optimizer, and is focused on creating practical AI agents that can reason and code. Additionally, several team members have contributed to research on large language models (LLMs) and AI systems, indicating their involvement in the development of foundation models.

Hume AI is a startup that conducts research to align foundation models with human well-being, focusing on emotional intelligence in AI. This indicates involvement in the development of foundation models.

Cerebras Systems is a startup that offers AI supercomputers and AI model services, including solutions for large language models, which are a type of foundation model.

Hugging Face is a startup that is heavily involved in the development and hosting of foundation models, as evidenced by their extensive platform that supports over 400,000 models and various open-source libraries like Transformers.

NuMind is a startup that is actively involved in the development of foundation models, as evidenced by their work on NLP tools leveraging large language models similar to GPT-3 and GPT-4, and their open-sourcing of state-of-the-art foundation models for entity recognition and sentiment analysis.

Kumo.ai is identified as a startup and is involved in the development of advanced AI models, specifically utilizing Graph Neural Networks, which aligns with the concept of foundation models.

Adept is a startup that has developed and open-sourced advanced multimodal and language models such as Fuyu-8B and Persimmon-8B, which are indicative of foundation models.

Humanloop is a startup that helps developers and founders build applications on top of large language models, which indicates involvement in the development of foundation models.