mitchellgordon95 / bert-pruneLinks
☆17Updated 5 years ago
Alternatives and similar repositories for bert-prune
Users that are interested in bert-prune are comparing it to the libraries listed below
Sorting:
- Block Sparse movement pruning☆81Updated 4 years ago
- [NeurIPS 2020] "The Lottery Ticket Hypothesis for Pre-trained BERT Networks", Tianlong Chen, Jonathan Frankle, Shiyu Chang, Sijia Liu, Ya…☆141Updated 3 years ago
- Method to improve inference time for BERT. This is an implementation of the paper titled "PoWER-BERT: Accelerating BERT Inference via Pro…☆62Updated 3 weeks ago
- [KDD'22] Learned Token Pruning for Transformers☆100Updated 2 years ago
- Parameter Efficient Transfer Learning with Diff Pruning☆74Updated 4 years ago
- Pytorch library for factorized L0-based pruning.☆45Updated last year
- DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference☆159Updated 3 years ago
- [NeurIPS'23] Speculative Decoding with Big Little Decoder☆94Updated last year
- This package implements THOR: Transformer with Stochastic Experts.☆65Updated 4 years ago
- Code for the ACL-2022 paper "StableMoE: Stable Routing Strategy for Mixture of Experts"☆50Updated 3 years ago
- DEMix Layers for Modular Language Modeling☆54Updated 4 years ago
- [ACL 2022] Structured Pruning Learns Compact and Accurate Models https://arxiv.org/abs/2204.00408☆197Updated 2 years ago
- Sirius, an efficient correction mechanism, which significantly boosts Contextual Sparsity models on reasoning tasks while maintaining its…☆22Updated last year
- Source code for NAACL 2021 paper "TR-BERT: Dynamic Token Reduction for Accelerating BERT Inference"☆48Updated 3 years ago
- ☆48Updated 5 years ago
- [ICLR 2022] Code for paper "Exploring Extreme Parameter Compression for Pre-trained Language Models"(https://arxiv.org/abs/2205.10036)☆22Updated 2 years ago
- The official code of EMNLP 2022, "SCROLLS: Standardized CompaRison Over Long Language Sequences".☆70Updated last year
- Official Pytorch Implementation of Length-Adaptive Transformer (ACL 2021)☆102Updated 4 years ago
- ☆34Updated 2 years ago
- Code for the paper "BERT Loses Patience: Fast and Robust Inference with Early Exit".☆65Updated 4 years ago
- ☆15Updated 4 years ago
- Code for the paper "Are Sixteen Heads Really Better than One?"☆172Updated 5 years ago
- Pytorch implementation of paper "Efficient Nearest Neighbor Language Models" (EMNLP 2021)☆74Updated 3 years ago
- Code for the preprint "Cache Me If You Can: How Many KVs Do You Need for Effective Long-Context LMs?"☆46Updated 2 months ago
- Repository of the paper "Accelerating Transformer Inference for Translation via Parallel Decoding"☆120Updated last year
- ☆22Updated 4 years ago
- ☆14Updated 2 years ago
- ☆19Updated 5 years ago
- ☆31Updated 2 years ago
- This project is the official implementation of our accepted ICLR 2022 paper BiBERT: Accurate Fully Binarized BERT.☆88Updated 2 years ago