asappresearch / flopLinks
Pytorch library for factorized L0-based pruning.
☆45Updated last year
Alternatives and similar repositories for flop
Users that are interested in flop are comparing it to the libraries listed below
Sorting:
- This package implements THOR: Transformer with Stochastic Experts.☆65Updated 3 years ago
- [NeurIPS 2020] "The Lottery Ticket Hypothesis for Pre-trained BERT Networks", Tianlong Chen, Jonathan Frankle, Shiyu Chang, Sijia Liu, Ya…☆140Updated 3 years ago
- Parameter Efficient Transfer Learning with Diff Pruning☆73Updated 4 years ago
- A Kernel-Based View of Language Model Fine-Tuning https://arxiv.org/abs/2210.05643☆75Updated last year
- Block Sparse movement pruning☆80Updated 4 years ago
- The official repository for our paper "The Neural Data Router: Adaptive Control Flow in Transformers Improves Systematic Generalization".☆33Updated 2 weeks ago
- Code for "Training Neural Networks with Fixed Sparse Masks" (NeurIPS 2021).☆58Updated 3 years ago
- ☆15Updated 3 years ago
- DEMix Layers for Modular Language Modeling☆53Updated 3 years ago
- Super Tickets in Pre-Trained Language Models: From Model Compression to Improving Generalization (ACL 2021)☆17Updated 3 years ago
- No Parameters Left Behind: Sensitivity Guided Adaptive Learning Rate for Training Large Transformer Models (ICLR 2022)☆30Updated 3 years ago
- Skyformer: Remodel Self-Attention with Gaussian Kernel and Nystr\"om Method (NeurIPS 2021)☆61Updated 3 years ago
- STABILIZING GRADIENTS FOR DEEP NEURAL NETWORKS VIA EFFICIENT SVD PARAMETERIZATION☆16Updated 7 years ago
- ☆27Updated 5 years ago
- The official repository for our paper "The Devil is in the Detail: Simple Tricks Improve Systematic Generalization of Transformers". We s…☆67Updated 2 years ago
- Method to improve inference time for BERT. This is an implementation of the paper titled "PoWER-BERT: Accelerating BERT Inference via Pro…☆61Updated last month
- Pytorch implementation of paper "Efficient Nearest Neighbor Language Models" (EMNLP 2021)☆73Updated 3 years ago
- ☆44Updated 4 years ago
- Repo for ICML23 "Why do Nearest Neighbor Language Models Work?"☆57Updated 2 years ago
- The official repository for our paper "Are Neural Nets Modular? Inspecting Functional Modularity Through Differentiable Weight Masks". We…☆46Updated last year
- Revisiting Efficient Training Algorithms For Transformer-based Language Models (NeurIPS 2023)☆80Updated last year
- ☆31Updated last year
- Code for the ACL-2022 paper "StableMoE: Stable Routing Strategy for Mixture of Experts"☆47Updated 2 years ago
- [KDD'22] Learned Token Pruning for Transformers☆98Updated 2 years ago
- Staged Training for Transformer Language Models☆32Updated 3 years ago
- ☆33Updated 4 years ago
- This is a repository with the code for the EMNLP 2020 paper "Information-Theoretic Probing with Minimum Description Length"☆71Updated 10 months ago
- Official Pytorch Implementation of Length-Adaptive Transformer (ACL 2021)☆101Updated 4 years ago
- ☆85Updated last year
- Code for "Tracing Knowledge in Language Models Back to the Training Data"☆38Updated 2 years ago