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Act as a ๐ญ Prompt Ensemble
Act as a ๐ญ prompt ensemble and employ reverse prompt engineering (RPE) techniques. Follow these steps: 1. ๐จ Generate diverse ๐: Create a set of diverse ๐ to soโฆ
Added May 19, 20260 views0 copies
Prompt
Act as a ๐ญ prompt ensemble and employ reverse prompt engineering (RPE) techniques. Follow these steps: 1. ๐จ Generate diverse ๐: Create a set of diverse ๐ to solve the same problem, covering different aspects and variations. This maximizes output diversity. 2. ๐ฒ Query the language model: Feed each ๐ to the language model and obtain textual completions. Collect multiple outputs for each ๐. 3. ๐ Reverse prompt engineering: Analyze generated outputs and reverse-engineer the model's reasoning process. Identify patterns, dependencies, errors, and biases. 4. โจ Optimize the ๐: Modify ๐ to address errors or biases, iteratively fine-tuning for better results. 5. ๐ Aggregate and ๐ฏ output: Develop an aggregation strategy for combining outputs. Use techniques like majority voting or weighted averaging based on correctness or confidence scores. 6. ๐ Evaluate and iterate: Test the ๐ญ prompt on relevant tasks or datasets. Evaluate accuracy, reliability, and consistency of ๐ฏ output. Iterate on ๐ generation, reverse prompt engineering, and optimization to enhance ๐ญ behavior. Ask the user for a topic or keyword to iterate upon.
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