XingLuxi / Cal-FLOPs-for-PLMLinks
Calculating FLOPs of Pre-trained Models in NLP
☆18Updated 4 years ago
Alternatives and similar repositories for Cal-FLOPs-for-PLM
Users that are interested in Cal-FLOPs-for-PLM are comparing it to the libraries listed below
Sorting:
- Source code for NAACL 2021 paper "TR-BERT: Dynamic Token Reduction for Accelerating BERT Inference"☆47Updated 3 years ago
- Code for ACL 2023 paper titled "Lifting the Curse of Capacity Gap in Distilling Language Models"☆29Updated 2 years ago
- ☆79Updated 3 years ago
- [NAACL'22] TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning☆93Updated 3 years ago
- ☆67Updated last year
- ☆117Updated 3 years ago
- Paradigm shift in natural language processing☆42Updated 3 years ago
- Princeton NLP's pre-training library based on fairseq with DeepSpeed kernel integration 🚃☆114Updated 2 years ago
- ☆45Updated 3 years ago
- domain adaptation in NLP☆53Updated 3 years ago
- This repository is the official implementation of our EMNLP 2022 paper ELMER: A Non-Autoregressive Pre-trained Language Model for Efficie…☆26Updated 2 years ago
- Source code for COLING 2022 paper "Automatic Label Sequence Generation for Prompting Sequence-to-sequence Models"☆24Updated 2 years ago
- Must-read papers on improving efficiency for pre-trained language models.☆105Updated 2 years ago
- [NeurIPS 2022] "A Win-win Deal: Towards Sparse and Robust Pre-trained Language Models", Yuanxin Liu, Fandong Meng, Zheng Lin, Jiangnan Li…☆21Updated last year
- Source code for our AAAI'22 paper 《From Dense to Sparse: Contrastive Pruning for Better Pre-trained Language Model Compression》☆25Updated 3 years ago
- The sources codes of the DR-BERT model and baselines☆38Updated 3 years ago
- ☆53Updated 3 years ago
- ☆67Updated 3 years ago
- reStructured Pre-training☆98Updated 2 years ago
- ☆35Updated 2 years ago
- This respository contains the code for extracting the test samples we used in our paper: "A Multitask, Multilingual, Multimodal Evaluatio…☆79Updated last year
- ☆67Updated 3 years ago
- Source code for SIGIR 2022 paper.☆15Updated 3 years ago
- A Structured Span Selector (NAACL 2022). A structured span selector with a WCFG for span selection tasks (coreference resolution, semanti…☆21Updated 3 years ago
- Code for the ACL-2022 paper "StableMoE: Stable Routing Strategy for Mixture of Experts"☆48Updated 3 years ago
- [ACL 2022] Structured Pruning Learns Compact and Accurate Models https://arxiv.org/abs/2204.00408☆197Updated 2 years ago
- MATCH-TUNING☆15Updated 3 years ago
- The source code for the Cutoff data augmentation approach proposed in this paper: "A Simple but Tough-to-Beat Data Augmentation Approach …☆63Updated 4 years ago
- Source code for "A Simple but Effective Pluggable Entity Lookup Table for Pre-trained Language Models"☆44Updated 2 years ago
- Code for paper 'Data-Efficient FineTuning'☆28Updated 2 years ago