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README.md
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@@ -39,6 +39,39 @@ Prometheus is trained with two different sizes (7B and 13B).
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You could check the 7B sized LM on [this page](https://huggingface.co/kaist-ai/prometheus-7b-v1.0).
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Also, check out our dataset as well on [this page](https://huggingface.co/datasets/kaist-ai/Feedback-Collection).
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## License
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Feedback Collection and Prometheus is subject to OpenAI's Terms of Use for the generated data. If you suspect any violations, please reach out to us.
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You could check the 7B sized LM on [this page](https://huggingface.co/kaist-ai/prometheus-7b-v1.0).
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Also, check out our dataset as well on [this page](https://huggingface.co/datasets/kaist-ai/Feedback-Collection).
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## Prompt Format
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Prometheus requires 4 components in the input: An instruction, a response to evaluate, a score rubric, and a reference answer. You could refer to the prompt format below.
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You should fill in the instruction, response, reference answer, criteria description, and score description for score in range of 1 to 5.
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```
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###Task Description:
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An instruction (might include an Input inside it), a response to evaluate, a reference answer that gets a score of 5, and a score rubric representing a evaluation criteria are given.
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1. Write a detailed feedback that assess the quality of the response strictly based on the given score rubric, not evaluating in general.
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2. After writing a feedback, write a score that is an integer between 1 and 5. You should refer to the score rubric.
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3. The output format should look as follows: \"Feedback: (write a feedback for criteria) [RESULT] (an integer number between 1 and 5)\"
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4. Please do not generate any other opening, closing, and explanations.
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###The instruction to evaluate:
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{instruction}
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###Response to evaluate:
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{response}
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###Reference Answer (Score 5):
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{reference_answer}
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###Score Rubrics:
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[{criteria_description}]
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Score 1: {score1_description}
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Score 2: {score2_description}
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Score 3: {score3_description}
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Score 4: {score4_description}
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Score 5: {score5_description}
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###Feedback:
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```
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As a result, a feedback and score decision will be generated, divided by a separating phrase ```[RESULT]```
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## License
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Feedback Collection and Prometheus is subject to OpenAI's Terms of Use for the generated data. If you suspect any violations, please reach out to us.
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