The past tense of 'swim' is 'swam', while 'swum' is the past participle of the verb used with auxiliary verbs like 'have'. 'Swimmed' and 'swammed' are incorrect conjugations in standard English grammar. Conjugating verbs correctly is crucial for clear communication in both spoken and written English.