[EMNLP 2024] Official implementation of "Rethinking Pruning Large Language Models: Benefits and Pitfalls of Reconstruction Error Minimization"
☆28Feb 21, 2025Updated last year
Alternatives and similar repositories for rethinking-LLM-pruning
Users that are interested in rethinking-LLM-pruning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆18Nov 10, 2025Updated 7 months ago
- [ICML 2025] Official Pytorch code for "SASSHA: Sharpness-aware Adaptive Second-order Optimization With Stable Hessian Approximation"☆23Aug 11, 2025Updated 10 months ago
- [UAI 2025] Official implementation of "Critical Influence of Overparameterization on Sharpness-aware Minimization"☆20May 14, 2025Updated last year
- [ICML 2023] Official implementation of "A Closer Look at the Intervention Procedure of Concept Bottleneck Models"☆28Feb 19, 2024Updated 2 years ago
- CharFormer(Tay et al., 2022; Gradient-based Subword Tokenizer + T5) model implementation for Huggingface Transformers☆19Oct 14, 2024Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆30Jul 22, 2024Updated last year
- Official Pytorch Implementation of Our Paper Accepted at ICLR 2024-- Dynamic Sparse No Training: Training-Free Fine-tuning for Sparse LLM…☆51Apr 9, 2024Updated 2 years ago
- A Signal Propagation Perspective for Pruning Neural Networks at Initialization☆14Jun 23, 2020Updated 6 years ago
- Official implementation of "Multi-armed Bandit Algorithm against Strategic Replication"☆14May 17, 2022Updated 4 years ago
- Official Repo for SparseLLM: Global Pruning of LLMs (NeurIPS 2024)☆70Mar 27, 2025Updated last year
- Github Repo for OATS: Outlier-Aware Pruning through Sparse and Low Rank Decomposition☆20Apr 16, 2025Updated last year
- Official PyTorch implementation of "Robust Deep Learning from Crowds with Belief Propagation"☆19Mar 22, 2022Updated 4 years ago
- ☆43Jun 14, 2026Updated 2 weeks ago
- [ICML2022] Training Your Sparse Neural Network Better with Any Mask. Ajay Jaiswal, Haoyu Ma, Tianlong Chen, ying Ding, and Zhangyang Wang☆30Jul 24, 2022Updated 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.
- [ICLR 2025] Official implementation of paper "Dynamic Low-Rank Sparse Adaptation for Large Language Models".☆25Mar 16, 2025Updated last year
- Implementation code for ACL2024：Advancing Parameter Efficiency in Fine-tuning via Representation Editing☆15Apr 20, 2024Updated 2 years ago
- [ICML'24 Oral] APT: Adaptive Pruning and Tuning Pretrained Language Models for Efficient Training and Inference☆48Jun 4, 2024Updated 2 years ago
- [NeurIPS 2024] AlphaPruning: Using Heavy-Tailed Self Regularization Theory for Improved Layer-wise Pruning of Large Language Models☆34Jun 9, 2025Updated last year
- ☆15Nov 3, 2022Updated 3 years ago
- Implementation of NM sparsity recipe presented in the paper "Progressive Gradient Flow for Robust N:M Sparsity Training in Transformers".☆11Feb 5, 2024Updated 2 years ago
- HALO: Hadamard-Assisted Low-Precision Optimization and Training method for finetuning LLMs. 🚀 The official implementation of https://arx…☆29Feb 17, 2025Updated last year
- Awesome list for LLM pruning.☆297Oct 11, 2025Updated 8 months ago
- Official implementation for the paper "Controlled Sparsity via Constrained Optimization"☆12Aug 10, 2022Updated 3 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- PathPiece tokenizer☆14Nov 10, 2024Updated last year
- This repository regroups learning ressources about performance estimation problems☆15Mar 18, 2026Updated 3 months ago
- ☆23Nov 26, 2024Updated last year
- Official Code of The Combinatorial Brain Surgeon: Pruning Weights That Cancel One Another in Neural Networks[ICML2022]☆16Sep 20, 2022Updated 3 years ago
- The PyTorch implementation of paper "KERMIT: Knowledge Graph Completion of Enhanced Relation Modeling with Inverse Transformation"☆16Jul 4, 2025Updated 11 months ago
- This repository contains code for the MicroAdam paper.☆21Dec 14, 2024Updated last year
- [ICLR 2025] Official Pytorch Implementation of "Mix-LN: Unleashing the Power of Deeper Layers by Combining Pre-LN and Post-LN" by Pengxia…☆30Jul 24, 2025Updated 11 months ago
- ☆11Nov 4, 2012Updated 13 years ago
- [ICML 2025] From Low Rank Gradient Subspace Stabilization to Low-Rank Weights: Observations, Theories and Applications☆52Oct 30, 2025Updated 8 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [IJCAI'22 Survey] Recent Advances on Neural Network Pruning at Initialization.☆59Oct 10, 2023Updated 2 years ago
- ☆28Mar 29, 2025Updated last year
- Training with Block Minifloat number representation☆18May 2, 2021Updated 5 years ago
- Official Pytorch Implementation of "Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity"☆81Jul 7, 2025Updated 11 months ago
- ☆15Oct 10, 2021Updated 4 years ago
- About, prompt-based few-shot learning, Text Generation with Prompting☆13May 9, 2023Updated 3 years ago
- https://footprints.baulab.info☆17Oct 4, 2024Updated last year