Alternatives and similar repositories for Xcompression:

Users that are interested in Xcompression are comparing it to the libraries listed below

• jungokasai / T2R
  ☆14Updated 2 years ago
• sanagno / adaptively_sparse_attention
  ☆21Updated last year
• VITA-Group / EarlyBERT
  [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
• kssteven418 / LTP
  [KDD'22] Learned Token Pruning for Transformers
  ☆95Updated 2 years ago
• Noahs-ARK / RFA
  ☆33Updated 4 years ago
• microsoft / Stochastic-Mixture-of-Experts
  This package implements THOR: Transformer with Stochastic Experts.
  ☆61Updated 3 years ago
• renll / SparseLT
  [EMNLP 2022] Language Model Pre-Training with Sparse Latent Typing
  ☆14Updated 2 years ago
• castorini / berxit
  ☆22Updated 4 years ago
• intersun / CoDIR
  Code for EMNLP 2020 paper CoDIR
  ☆41Updated 2 years ago
• VITA-Group / Data-Efficient-Scaling
  [ICML 2023] "Data Efficient Neural Scaling Law via Model Reusing" by Peihao Wang, Rameswar Panda, Zhangyang Wang
  ☆14Updated last year
• rlin27 / DeBut
  Codes of the paper Deformable Butterfly: A Highly Structured and Sparse Linear Transform.
  ☆12Updated 3 years ago
• JetRunner / PABEE
  Code for the paper "BERT Loses Patience: Fast and Robust Inference with Early Exit".
  ☆65Updated 3 years ago
• Hunter-DDM / stablemoe
  Code for the ACL-2022 paper "StableMoE: Stable Routing Strategy for Mixture of Experts"
  ☆45Updated 2 years ago
• HazyResearch / prefix-linear-attention
  ☆53Updated 9 months ago
• wyu-du / GP-VAE
  This repository contains the data and code for the paper "Diverse Text Generation via Variational Encoder-Decoder Models with Gaussian Pr…
  ☆25Updated 2 years ago
• VITA-Group / Random-MoE-as-Dropout
  [ICLR 2023] "Sparse MoE as the New Dropout: Scaling Dense and Self-Slimmable Transformers" by Tianlong Chen*, Zhenyu Zhang*, Ajay Jaiswal…
  ☆51Updated 2 years ago
• RUCAIBox / ELMER
  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
• yifanycc / loretta
  [NAACL 24 Oral] LoRETTA: Low-Rank Economic Tensor-Train Adaptation for Ultra-Low-Parameter Fine-Tuning of Large Language Models
  ☆32Updated 3 months ago
• yaozhewei / MLPruning
  MLPruning, PyTorch, NLP, BERT, Structured Pruning
  ☆20Updated 3 years ago
• hyp1231 / ICLR2023-OpenReviewData
  Crawl & visualize ICLR papers and reviews.
  ☆18Updated 2 years ago
• pkuzengqi / Skyformer
  Skyformer: Remodel Self-Attention with Gaussian Kernel and Nystr\"om Method (NeurIPS 2021)
  ☆60Updated 3 years ago
• szhangtju / The-compression-of-Transformer
  ☆64Updated 4 years ago
• tt-embedding / tt-embeddings
  ☆27Updated 5 years ago
• dguo98 / DiffPruning
  Parameter Efficient Transfer Learning with Diff Pruning
  ☆73Updated 4 years ago
• RunxinXu / ContrastivePruning
  Source code for our AAAI'22 paper 《From Dense to Sparse: Contrastive Pruning for Better Pre-trained Language Model Compression》
  ☆23Updated 3 years ago
• Andrew-Tierno / QuantizedTransformer
  Implementation of a Quantized Transformer Model
  ☆18Updated 6 years ago
• QingruZhang / PLATON
  This pytorch package implements PLATON: Pruning Large Transformer Models with Upper Confidence Bound of Weight Importance (ICML 2022).
  ☆44Updated 2 years ago
• mlpc-ucsd / BERT_Convolutions
  (ACL-IJCNLP 2021) Convolutions and Self-Attention: Re-interpreting Relative Positions in Pre-trained Language Models.
  ☆21Updated 2 years ago
• Shark-NLP / CAB
  ☆30Updated last year
• mitchellgordon95 / bert-prune
  ☆17Updated 4 years ago