Update README.md
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README.md
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Karen's goals are fixing grammar and spelling errors with as lite changes to the style as possible.
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It's tuned to catch most typical ESL errors, including the lack of Oxford comma.
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# Training
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It was reverse trained on fiction paragraphs where errors were deliberately introduced by another model and python script.
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Edit the following text for spelling and grammar mistakes: {paragraph of text} <|im_end|>
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<|im_start|>assistant
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```
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Note the pretext: Edit the following text for spelling and grammar mistakes: before the actual text. It works without it, but it was trained with that pretext.
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Karen's goals are fixing grammar and spelling errors with as lite changes to the style as possible.
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It's tuned to catch most typical ESL errors, including the lack of Oxford comma.
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Verb Tense Errors:
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Incorrect use of verb tenses, such as using present tense when past tense is required and vice versa.
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Confusion between continuous and simple tenses.
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Subject-Verb Agreement:
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Lack of agreement between the subject and verb in number, e.g., using a singular verb with a plural subject or vice versa.
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Articles (a, an, the):
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Incorrect use or omission of articles, such as using "a" instead of "an" or vice versa.
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Overuse or omission of the definite article "the."
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Prepositions:
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Misuse of prepositions, such as using "in" instead of "on" or "at," or omitting prepositions where they are needed.
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Word Order:
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Incorrect word order in sentences, especially in questions and negative sentences.
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Misplacement of adverbs or adjectives.
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Pluralization:
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Incorrect plural forms of nouns, such as failing to add "-s" or "-es" when necessary.
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Pronoun Errors:
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Confusion between subject and object pronouns.
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Incorrect use of possessive pronouns.
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Double Negatives:
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Using double negatives, which is grammatically incorrect in standard English.
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Modal Verbs:
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Misuse of modal verbs like can, could, will, would, should, etc.
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Confusing Similar Words:
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Confusing words that sound similar but have different meanings and spellings (e.g., "their," "there," and "they're").
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Lack of Plural/Singular Agreement:
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Mistakes in matching singular and plural nouns and verbs in a sentence.
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# Future Goals
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Add more grammar error cases
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# Training
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It was reverse trained on fiction paragraphs where errors were deliberately introduced by another model and python script.
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Edit the following text for spelling and grammar mistakes: {paragraph of text} <|im_end|>
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<|im_start|>assistant
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```
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Note the pretext: Edit the following text for spelling and grammar mistakes: before the actual text. It works without it, but it was trained with that pretext.
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Karen can be used for instruct chat as well - but the moment you use longer paragraph she will assume you want to correct it.
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