Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Awesome-Efficient-Transformers
https://github.com/Edwardlzy/Awesome-Efficient-Transformers
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- [paper - noah/Pretrained-Language-Model/tree/master/AutoTinyBERT)]
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- Training a single AI model can emit as much carbon as five cars in their lifetimes
- Model Compression via Pruning
- A developer-friendly guide to model pruning in PyTorch
- Achieving FP32 Accuracy for INT8 Inference Using Quantization Aware Training with NVIDIA TensorRT
- Distilling Knowledge in Neural Networks
- Compressing BERT for faster prediction
- BERT-related Papers
- awesome-transformers
- High Performance Natural Language Processing
- TensorFlow Model Optimization Toolkit
- TensorFlow Lite example apps
- PyTorch Quantization
- PyTorch Pruning Tutorial
- TensorFlow Lite Transformers w/ Android demos