Adverbs are the words that describe a verb whereas adjectives are the words that describe a noun or a pronoun.
In the sentence " The young boy is running fast." Here the adjective is 'young' as it is describing the boy who is young and adverb is 'fast' as it describes the 'running' to be fast .