The embodiment of the invention discloses a text abstract generation method and device, computer equipment and a storage medium. The method is applied to the field of neural networks in prediction models. The method comprises the steps that a target text is preprocessed, and the preprocessed target text is converted through a word vector tool to obtain a word vector; Constructing a text abstract model taking coding and decoding as a framework, taking the word vectors as input of the text abstract model, and training the text abstract model in a loop iteration mode to output a sentence to be extracted; Preprocessing the to-be-processed text, converting the to-be-processed text into word vectors, inputting the word vectors of the to-be-processed text into the trained text abstract model, andoutputting a plurality of sentences to be extracted; And scoring the plurality of sentences to be extracted according to a preset scoring function model, and generating a text abstract according to the scores of the sentences to be extracted. By implementing the method provided by the embodiment of the invention, the text abstract can be quickly generated, and the precision of the text abstract is effectively improved.