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The Top 6 Python Transformer Model Compression Open Source Projects

Open source projects categorized as Python Transformer Model Compression
Categories > Machine Learning > Model Compression
Paddleslim ⭐ 1,486
PaddleSlim is an open-source library for deep model compression and architecture search.
dependent packages 4total releases 22most recent commit 3 months agopypi paddleslim} Downloads
Squeezellm ⭐ 486
SqueezeLLM: Dense-and-Sparse Quantization
most recent commit 3 months ago
Laser ⭐ 241
The Truth Is In There: Improving Reasoning in Language Models with Layer-Selective Rank Reduction
most recent commit 3 months ago
Bert Of Theseus ⭐ 186
⛵️The official PyTorch implementation for "BERT-of-Theseus: Compressing BERT by Progressive Module Replacing" (EMNLP 2020).
most recent commit 3 years ago
Ltp ⭐ 59
[KDD'22] Learned Token Pruning for Transformers
most recent commit a year ago
I Bert ⭐ 39
[ICML'21] I-BERT: Integer-only BERT Quantization
most recent commit 3 years ago
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