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Category: Code Assistant
Outil IA: DeepMind AlphaCode

DeepMind AlphaCode

DeepMind AlphaCode

AlphaCode is the first AI code generation system that has “achieved a competitive level of performance in programming competitions.”

It uses a large language model to create code in response to natural language descriptions of a problem. The software leverages a massive dataset of programming problems and solutions, as well as a set of unstructured codes from GitHub. AlphaCode generates thousands of proposed solutions to the problem at hand, filters those solutions to eliminate invalid ones, groups the surviving solutions into groups, and then selects a single example from each group to submit.

AlphaCode claims that it performs better than OpenAI’s GPT-3-based OpenAI Codex. AlphaCode scored a significant victory in a Codeforces programming competition, placing on average in the top 54% against more than 5,000 participants in 10 competitions.

Source: https://www.deepmind.com/blog/competitive-programming-with-alphacode

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