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University of Science and Technology Beijing
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FlowPipe achieves a remarkable 11.96% accuracy improvement and 12.5x faster training convergence for data preparation pipelines by leveraging LLMs and advanced flow generation techniques.
Coding agents struggle to create complete and engaging games, with top performers barely reaching 41.46% success in end-to-end game generation.
Achieve near-lossless 4-bit quantization for LLMs in under a minute, without full fine-tuning, by correcting for non-uniform activation distributions.
