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Optimizing Transformer model size & inference beyond FP16 + ONNX (pruning/graph opt didn’t help much) [P]

Via r/MachineLearning
Thursday, Apr 23, 2026 · 11:06AM
Summary

Hi everyone, I’ve been working on optimizing a transformer-based neural network for both inference speed and model size, but I feel like I’ve hit a plateau and would appreciate some guidance. So far I’ve converted weights to FP16 (about 2× size reduction), exported and optimized with ONNX Runtime fo

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