twinkle0331 / XcompressionLinks
[ICLR 2022] Code for paper "Exploring Extreme Parameter Compression for Pre-trained Language Models"(https://arxiv.org/abs/2205.10036)
☆22Updated 2 years ago
Alternatives and similar repositories for Xcompression
Users that are interested in Xcompression are comparing it to the libraries listed below
Sorting:
- ☆14Updated 2 years ago
- ☆21Updated last year
- triton ver of gqa flash attn, based on the tutorial☆11Updated 10 months ago
- [EMNLP 2022] Language Model Pre-Training with Sparse Latent Typing☆14Updated 2 years ago
- This package implements THOR: Transformer with Stochastic Experts.☆65Updated 3 years ago
- Staged Training for Transformer Language Models☆32Updated 3 years ago
- ☆21Updated 2 years ago
- (ACL-IJCNLP 2021) Convolutions and Self-Attention: Re-interpreting Relative Positions in Pre-trained Language Models.☆21Updated 2 years ago
- ☆22Updated 4 years ago
- [ACL-IJCNLP 2021] "EarlyBERT: Efficient BERT Training via Early-bird Lottery Tickets" by Xiaohan Chen, Yu Cheng, Shuohang Wang, Zhe Gan, …☆18Updated 3 years ago
- Source code for our AAAI'22 paper 《From Dense to Sparse: Contrastive Pruning for Better Pre-trained Language Model Compression》☆24Updated 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
- Pytorch library for factorized L0-based pruning.☆45Updated last year
- Implementation of the model: "Reka Core, Flash, and Edge: A Series of Powerful Multimodal Language Models" in PyTorch☆30Updated this week
- ☆64Updated 4 years ago
- ☆33Updated 4 years ago
- User-friendly implementation of the Mixture-of-Sparse-Attention (MoSA). MoSA selects distinct tokens for each head with expert choice rou…☆21Updated last month
- [EMNLP 2021] MuVER: Improving First-Stage Entity Retrieval with Multi-View Entity Representations☆31Updated 3 years ago
- Crawl & visualize ICLR papers and reviews.☆18Updated 2 years ago
- Adding new tasks to T0 without catastrophic forgetting☆33Updated 2 years ago
- Codes of the paper Deformable Butterfly: A Highly Structured and Sparse Linear Transform.☆12Updated 3 years ago
- [NeurIPS 2022]MorphTE: Injecting Morphology in Tensorized Embeddings☆17Updated 2 years ago
- Code for "Everybody Prune Now: Structured Pruning of LLMs with only Forward Passes"☆28Updated last year
- A Structured Span Selector (NAACL 2022). A structured span selector with a WCFG for span selection tasks (coreference resolution, semanti…☆21Updated 2 years ago
- Parameter Efficient Transfer Learning with Diff Pruning☆73Updated 4 years ago
- [KDD'22] Learned Token Pruning for Transformers☆98Updated 2 years ago
- [ICML 2023] "Data Efficient Neural Scaling Law via Model Reusing" by Peihao Wang, Rameswar Panda, Zhangyang Wang☆14Updated last year
- ☆57Updated last year
- Code for the paper "A Theoretical Analysis of the Repetition Problem in Text Generation" in AAAI 2021.☆54Updated 2 years ago
- [NAACL 24 Oral] LoRETTA: Low-Rank Economic Tensor-Train Adaptation for Ultra-Low-Parameter Fine-Tuning of Large Language Models☆35Updated 5 months ago