AI - Meta AI ESM
Pioneering advanced machine learning models for diverse use cases through sophisticated training and transformative innovation.
- Name
- Meta AI ESM -https://github.com/facebookresearch/esm
- Last Audited At
About Meta AI ESM
Meta AI ESM is a leading developer of advanced machine learning models. Their portfolio includes various models with different architectures and capabilities, each optimized for specific use cases. Some notable examples are ESM-MSA-1b, ESM-IF1, and ESMFold.
ESM-MSA-1b, modeled with a 12-layer structure and a capacity of 100 million parameters, is designed to process UR50/S data from the year 2018. Similarly, ESM-IF1 consists of a 34-layer architecture and a capacity of 670 million parameters, optimized for processing UR50/S data from the same year. Other models in their collection cater to various capacities and use cases, such as UR50/D or UR100 data processed in 2018 and 2021, respectively.
These models are trained on large datasets and employ a sophisticated approach to understand and learn complex patterns and relationships within the data. By leveraging advanced machine learning techniques like transformers, they ensure high accuracy and reliability while remaining flexible and adaptive to new inputs.
Meta AI ESM's commitment to innovation and excellence in machine learning has made them a trusted partner for researchers and businesses worldwide. Their models have been applied to a wide range of fields, from natural language processing and computer vision to bioinformatics and finance. By continuing to push the boundaries of what is possible with machine learning, Meta AI ESM strives to create transformative solutions that shape our future.