Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
---|---|---|---|---|---|---|---|---|---|---|
Neuronblocks | 1,441 | 9 months ago | 9 | mit | Python | |||||
NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego | ||||||||||
Squeezellm | 486 | 3 months ago | 5 | mit | Python | |||||
SqueezeLLM: Dense-and-Sparse Quantization | ||||||||||
Jfasttext | 215 | 8 | 3 | a year ago | 5 | May 29, 2023 | 46 | other | Java | |
Java interface for fastText | ||||||||||
Bert Of Theseus | 186 | 3 years ago | apache-2.0 | Python | ||||||
⛵️The official PyTorch implementation for "BERT-of-Theseus: Compressing BERT by Progressive Module Replacing" (EMNLP 2020). | ||||||||||
Cofipruning | 151 | a year ago | 10 | mit | Python | |||||
ACL 2022: Structured Pruning Learns Compact and Accurate Models https://arxiv.org/abs/2204.00408 | ||||||||||
Dialog Nlu | 78 | 3 years ago | 7 | apache-2.0 | Jupyter Notebook | |||||
Tensorflow and Keras implementation of the state of the art researches in Dialog System NLU | ||||||||||
Ltp | 59 | a year ago | 6 | apache-2.0 | Python | |||||
[KDD'22] Learned Token Pruning for Transformers | ||||||||||
I Bert | 39 | 3 years ago | 5 | mit | Python | |||||
[ICML'21] I-BERT: Integer-only BERT Quantization | ||||||||||
Efficient Bert | 31 | 10 months ago | Python | |||||||
This repository contains the code for the paper in Findings of EMNLP 2021: "EfficientBERT: Progressively Searching Multilayer Perceptron via Warm-up Knowledge Distillation". | ||||||||||
Lgtm | 10 | a year ago | 1 | apache-2.0 | Python | |||||
[ACL 2023] Code for paper “Tailoring Instructions to Student’s Learning Levels Boosts Knowledge Distillation”(https://arxiv.org/abs/2305.09651) |