[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 8 months ago
- [UAI 2025] Official implementation of "Critical Influence of Overparameterization on Sharpness-aware Minimization"☆20May 14, 2025Updated last year
- Hyperparameter search and metric visualization tool for personal research.☆18Apr 19, 2026Updated 3 months ago
- CharFormer(Tay et al., 2022; Gradient-based Subword Tokenizer + T5) model implementation for Huggingface Transformers☆19Oct 14, 2024Updated last year
- A Signal Propagation Perspective for Pruning Neural Networks at Initialization☆14Jun 23, 2020Updated 6 years ago
- 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.
- Official implementation of "Multi-armed Bandit Algorithm against Strategic Replication"☆14May 17, 2022Updated 4 years ago
- Github Repo for OATS: Outlier-Aware Pruning through Sparse and Low Rank Decomposition☆20Apr 16, 2025Updated last year
- [ICML 2024] Official Implementation of SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks☆41Feb 4, 2025Updated last year
- ☆35May 24, 2024Updated 2 years ago
- Asynchronous pipeline parallel optimization☆23Feb 2, 2026Updated 5 months ago
- [ECCV24] MixDQ: Memory-Efficient Few-Step Text-to-Image Diffusion Models with Metric-Decoupled Mixed Precision Quantization☆14Nov 27, 2024Updated last year
- Official PyTorch implementation of "A Rotated Hyperbolic Wrapped Normal Distribution for Hierarchical Representation Learning"☆28Oct 12, 2022Updated 3 years ago
- Implementation code for ACL2024:Advancing Parameter Efficiency in Fine-tuning via Representation Editing☆15Apr 20, 2024Updated 2 years ago
- [ICLR 2025] Official implementation of paper "Dynamic Low-Rank Sparse Adaptation for Large Language Models".☆25Mar 16, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- [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
- ☆15Apr 20, 2025Updated last year
- ☆43Jun 14, 2026Updated last month
- ☆36Nov 21, 2022Updated 3 years ago
- The Universe of Evaluation. All about the evaluation for LLMs.☆235Jul 9, 2024Updated 2 years ago
- (ICLR 2025) BinaryDM: Accurate Weight Binarization for Efficient Diffusion Models☆25Oct 4, 2024Updated last year
- 🌟 [Survey & Benchmark] A unified taxonomy, geometric framework, and cross-domain benchmark for modern optimizers☆35Jul 7, 2026Updated 2 weeks 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
- Official repository of DialSim☆33Oct 31, 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.
- This repository regroups learning ressources about performance estimation problems☆15Mar 18, 2026Updated 4 months ago
- Awesome list for LLM pruning.☆297Oct 11, 2025Updated 9 months ago
- ☆23Nov 26, 2024Updated last year
- ☆36Mar 24, 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
- Improved the performance of 8-bit PTQ4DM expecially on FID.☆11Aug 30, 2023Updated 2 years ago
- ☆16Mar 3, 2024Updated 2 years ago
- DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling☆37Jul 12, 2024Updated 2 years ago
- Official Code of The Combinatorial Brain Surgeon: Pruning Weights That Cancel One Another in Neural Networks[ICML2022]☆16Sep 20, 2022Updated 3 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.
- [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
- [ICML 2025] From Low Rank Gradient Subspace Stabilization to Low-Rank Weights: Observations, Theories and Applications☆52Oct 30, 2025Updated 8 months ago
- [COLING 2025] Official repo of paper: "Not Aligned" is Not "Malicious": Being Careful about Hallucinations of Large Language Models' Jail…☆12Jul 26, 2024Updated last year
- [IJCAI'22 Survey] Recent Advances on Neural Network Pruning at Initialization.☆59Oct 10, 2023Updated 2 years ago
- This repository contains code for the MicroAdam paper.☆21Dec 14, 2024Updated last year
- Official Pytorch Implementation of "Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity"☆81Jul 7, 2025Updated last year
- MCP server that lets Claude Code pause mid-task and ask a human a question via Slack — then resume once you reply.☆32Jul 13, 2026Updated last week