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Clika is building a platform to make AI models run faster | TechCrunch

Sep 20, 2023 - news.bensbites.co
Ben Asaf, an expert in MLOps, and his wife Nayul Kim, a digital transformation consultant, founded Clika, a startup that provides a toolkit for companies to automatically "downsize" their internally developed AI models. This process reduces the amount of compute power consumed and speeds up inferencing. Clika uses techniques like quantization to shrink a model without affecting its performance and generates a report with potential improvements for the model.

Despite competition from other startups like Deci, OctoML, and CoCoPie, Asaf claims that Clika has a technological advantage due to its AI approach to understanding different AI model structures and applying the best compression method for each unique model. The company, which raised $1.1 million in a pre-seed round last year, is currently pre-revenue and running a closed beta for a select few businesses.

Key takeaways:

  • Ben Asaf and Nayul Kim founded Clika, a startup that provides a toolkit for companies to automatically "downsize" their internally developed AI models, reducing the amount of compute power they consume and speeding up their inferencing.
  • Clika uses techniques such as quantization to shrink a model without interfering with its ability to perform a particular task and generates a report with potential improvements for the model.
  • Despite competition from other startups like Deci, OctoML, and CoCoPie, Asaf claims that Clika has a technological advantage with its AI approach to understanding different AI model structures and applying the best compression method for each unique model.
  • Clika raised $1.1 million in a pre-seed round last year and plans to pursue seed funding soon. The startup is currently pre-revenue, running a closed beta for a select few businesses.
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