Mathstral Integrations

AutoTrain is a new way to automatically evaluate, deploy and train state-of-the art Machine Learning models. AutoTrain, seamlessly integrated into the Hugging Face ecosystem, is an automated way to develop and deploy state of-the-art Machine Learning model. Your account is protected from all data, including your training data. All data transfers are encrypted. Today's options include text classification, text scoring and entity recognition. Files in CSV, TSV, or JSON can be hosted anywhere. After training is completed, we delete all training data. Hugging Face also has an AI-generated content detection tool.

We solve the most difficult problems to make AI models efficient, helpful and reliable. We are the pioneers of open models. We give them to our users, and empower them to share their ideas. Mistral-7B is a powerful, small model that can be adapted to many different use-cases. Mistral 7B outperforms Llama 13B in all benchmarks. It has 8k sequence length, natural coding capabilities, and is faster than Llama 2. It is released under Apache 2.0 License and we made it simple to deploy on any cloud.

Numina measures all types of curb-level activity. Numina provides anonymous and aggregate data on the traffic behavior of pedestrians and other street objects. To understand street traffic safety and environmental conditions. To create a data utility that transforms streets into a developer platform. Numina was created to protect privacy as a fundamental principle. Our sensors use onboard computing for pre-processing and then erasing imagery. This results in anonymized and secure datasets. Numina is the only street-specific computer vision sensor that was designed to provide Intelligence and Surveillance. While everyone wants more livable areas, few people agree on how to achieve them. There are many ways to improve our communities. We are a data-driven company that helps cities find the right answers faster and more equitable.