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:
- No Parameters Left Behind: Sensitivity Guided Adaptive Learning Rate for Training Large Transformer Models (ICLR 2022)☆29Feb 9, 2022Updated 4 years ago
- 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
- Less is More: Task-aware Layer-wise Distillation for Language Model Compression (ICML2023)☆41Aug 28, 2023Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆11Jan 19, 2025Updated last year
- This PyTorch package implements MoEBERT: from BERT to Mixture-of-Experts via Importance-Guided Adaptation (NAACL 2022).☆114May 2, 2022Updated 4 years ago
- ☆64Oct 17, 2023Updated 2 years ago
- Code for the paper "FinRLlama: A Solution to LLM-Engineered Signals Challenge at FinRL Contest 2024"☆12Feb 14, 2025Updated last year
- [ICLR-2020] Dynamic Sparse Training: Find Efficient Sparse Network From Scratch With Trainable Masked Layers.☆32Jan 20, 2020Updated 6 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
- AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning (ICLR 2023).☆394Jun 1, 2023Updated 3 years ago
- 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.
- 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 Model Agnostic function to directly remove specified layers from the LLM☆10May 23, 2024Updated 2 years ago
- Code for CVPR24 Paper - Resource-Efficient Transformer Pruning for Finetuning of Large Models☆12Oct 31, 2025Updated 10 months ago
- Single shot neural network pruning before training the model, based on connection sensitivity☆11Aug 7, 2019Updated 7 years ago
- ☆20May 24, 2024Updated 2 years ago
- [ICLR 2025] FreqPrior: Improving Video Diffusion Models with Frequency Filtering Gaussian Noise☆14Mar 5, 2025Updated last year
- [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
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Prune a model while finetuning or training.☆409Jun 21, 2022Updated 4 years ago
- 📄 Evidence Retrieval and Claim Verification for the FEVER shared task using Transformer Networks☆12Feb 21, 2020Updated 6 years ago
- ☆14Apr 19, 2022Updated 4 years ago
- Implementation of the iPiano algorithm for non-convex and non-smooth optimization as described in [1].☆12Nov 28, 2018Updated 7 years ago
- On the Effectiveness of Parameter-Efficient Fine-Tuning☆39Nov 4, 2023Updated 2 years ago
- Code for "Picking Winning Tickets Before Training by Preserving Gradient Flow" https://openreview.net/pdf?id=SkgsACVKPH☆106Feb 18, 2020Updated 6 years ago
- 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
- ☆35Feb 10, 2025Updated last year
- 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.
- 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
- ☆13Sep 24, 2023Updated 2 years ago
- 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
- An alfred Synology workflow build with Synology Python API☆18Feb 16, 2023Updated 3 years ago