This pytorch package implements PLATON: Pruning Large Transformer Models with Upper Confidence Bound of Weight Importance (ICML 2022).
☆45Oct 17, 2022Updated 3 years ago
Alternatives and similar repositories for PLATON
Users that are interested in PLATON are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Super Tickets in Pre-Trained Language Models: From Model Compression to Improving Generalization (ACL 2021)☆19Jul 28, 2021Updated 5 years ago
- ☆235Jun 11, 2024Updated 2 years ago
- ☆28Feb 19, 2023Updated 3 years ago
- [NeurIPS 2022] A Fast Post-Training Pruning Framework for Transformers☆197Feb 28, 2023Updated 3 years ago
- ☆11Jan 19, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- This PyTorch package implements MoEBERT: from BERT to Mixture-of-Experts via Importance-Guided Adaptation (NAACL 2022).☆114May 2, 2022Updated 4 years ago
- [ICLR-2020] Dynamic Sparse Training: Find Efficient Sparse Network From Scratch With Trainable Masked Layers.☆32Jan 20, 2020Updated 6 years ago
- ☆21Dec 6, 2021Updated 4 years ago
- [CIKM2023] GiGaMA: Generalizable Graph Masked Autoencoder via Collaborative Latent Space Reconstruction☆18Aug 31, 2023Updated 3 years ago
- ☆33Apr 12, 2021Updated 5 years ago
- Block Sparse movement pruning☆84Nov 26, 2020Updated 5 years ago
- Implementation of "LM-Infinite: Simple On-the-Fly Length Generalization for Large Language Models"☆40Nov 11, 2024Updated last year
- ☆13Oct 18, 2023Updated 2 years ago
- A Multi-Format Transfer Learning Model for Event Argument Extraction via Variational Information Bottleneck☆10Sep 9, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Code for CVPR24 Paper - Resource-Efficient Transformer Pruning for Finetuning of Large Models☆12Oct 31, 2025Updated 10 months ago
- Implementation of unregularized, l1 regularized and l2 regularized linear regression using numpy and without sklearn☆11Oct 4, 2019Updated 6 years ago
- ☆20May 24, 2024Updated 2 years ago
- ICCV'2023: Holistic Label Correction for Noisy Multi-Label Classification☆13Oct 29, 2023Updated 2 years ago
- In progress.☆69Mar 26, 2024Updated 2 years ago
- [NAACL 2022] "Learning to Win Lottery Tickets in BERT Transfer via Task-agnostic Mask Training", Yuanxin Liu, Fandong Meng, Zheng Lin, Pe…☆15Oct 18, 2022Updated 3 years ago
- Source code for our AAAI'22 paper 《From Dense to Sparse: Contrastive Pruning for Better Pre-trained Language Model Compression》☆25Dec 15, 2021Updated 4 years ago
- Code for "Moving on from OntoNotes: Coreference Resolution Model Transfer" and "Incremental Neural Coreference Resolution in Constant Mem…☆18Mar 11, 2022Updated 4 years ago
- 📄 Evidence Retrieval and Claim Verification for the FEVER shared task using Transformer Networks☆12Feb 21, 2020Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆14Apr 19, 2022Updated 4 years ago
- Code for pre-training BabyLM baseline models.☆16Jun 19, 2023Updated 3 years ago
- Code for the paper "Semi-Conditional Normalizing Flows for Semi-Supervised Learning"☆11Mar 30, 2020Updated 6 years ago
- On the Effectiveness of Parameter-Efficient Fine-Tuning☆39Nov 4, 2023Updated 2 years ago
- Code for ICML 2021 submission☆35Mar 24, 2021Updated 5 years ago
- harvard-cs-2881-classroom-hw0-c2881-hw0 created by GitHub Classroom☆18Jul 26, 2025Updated last year
- The Search for Sparse, Robustness Neural Networks☆11Mar 24, 2023Updated 3 years ago
- Implementation of the paper "Improving the Accuracy-Robustness Trade-off of Classifiers via Adaptive Smoothing".☆10Feb 6, 2024Updated 2 years ago
- 🍼 Baby's CoThought: Leveraging LLMs for Enhanced Reasoning in Compact Models [BabyLM Challenge]☆17Jan 10, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A Python library for processing and filtering TabLib☆14Aug 24, 2024Updated 2 years ago
- This repo is reproduction resources for linear alignment paper, still working☆17May 19, 2024Updated 2 years ago
- [ICML2023] Instant Soup Cheap Pruning Ensembles in A Single Pass Can Draw Lottery Tickets from Large Models. Ajay Jaiswal, Shiwei Liu, Ti…☆11Nov 28, 2023Updated 2 years ago
- ☆10Feb 22, 2023Updated 3 years ago
- Dependency parser on Thai language☆27Jan 25, 2025Updated last year
- Code and data for the paper "Dual Dynamic Memory Network for End-to-End Multi-turn Task-oriented Dialog Systems".☆14Aug 16, 2022Updated 4 years ago
- This repository contains PyTorch implementations of various random feature maps for dot product kernels.☆22Jul 13, 2024Updated 2 years ago