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Self-Taught Evaluators: Model-Based Evaluation Without Large Human Datasets

Self-Taught Evaluators https://
huggingface.co/papers/2408.02
666
… Model-based evaluation is at the heart of successful model development — as a reward model for training, and as a replacement for human evaluation. To train such evaluators, the standard approach is to collect a large amount of

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