[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 9 months ago
- [UAI 2025] Official implementation of "Critical Influence of Overparameterization on Sharpness-aware Minimization"☆20May 14, 2025Updated last year
- [ICML 2025] Official Pytorch code for "SASSHA: Sharpness-aware Adaptive Second-order Optimization With Stable Hessian Approximation"☆24Aug 11, 2025Updated last year
- 🔍 speek lets you peek into slurm resource info such as GPU avaiability, usage per user, job status, and more.☆19Apr 13, 2026Updated 4 months ago
- 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
- 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
- [ICML 2024] Official Implementation of SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks☆43Feb 4, 2025Updated last year
- Official PyTorch implementation of "Robust Deep Learning from Crowds with Belief Propagation"☆19Mar 22, 2022Updated 4 years ago
- Context-Robust Knowledge Editing for Language Models (ACL 2025 Findings)☆15Nov 3, 2025Updated 9 months ago
- ☆35May 24, 2024Updated 2 years ago
- Github Repo for OATS: Outlier-Aware Pruning through Sparse and Low Rank Decomposition☆20Apr 16, 2025Updated last year
- [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
- 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.
- ☆15Apr 20, 2025Updated last year
- ☆44Jun 14, 2026Updated 2 months ago
- ☆36Nov 21, 2022Updated 3 years ago
- [ICML'24 Oral] APT: Adaptive Pruning and Tuning Pretrained Language Models for Efficient Training and Inference☆49Jun 4, 2024Updated 2 years ago
- The Universe of Evaluation. All about the evaluation for LLMs.☆235Jul 9, 2024Updated 2 years ago
- 🌟 [Survey & Benchmark] A unified taxonomy, geometric framework, and cross-domain benchmark for modern optimizers☆39Jul 7, 2026Updated last month
- ☆50Dec 29, 2021Updated 4 years ago
- ☆15Nov 3, 2022Updated 3 years ago
- An easy-to-run implementation for finetuning large language models (LLMs) such as llama and gemma, supporting full parameter finetuning, …☆12May 6, 2024Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- PathPiece tokenizer☆14Nov 10, 2024Updated last year
- Awesome list for LLM pruning.☆297Oct 11, 2025Updated 10 months 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 3 years ago
- ☆16Mar 3, 2024Updated 2 years ago
- DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling☆38Jul 12, 2024Updated 2 years ago
- [ICML 2025] From Low Rank Gradient Subspace Stabilization to Low-Rank Weights: Observations, Theories and Applications☆52Oct 30, 2025Updated 10 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 2 years ago
- ☆11Nov 4, 2012Updated 13 years ago
- 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.
- https://footprints.baulab.info☆17Oct 4, 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 implementation of the ICLR paper "Streamlining Redundant Layers to Compress Large Language Models"☆44May 1, 2025Updated last year
- ☆24Oct 24, 2021Updated 4 years ago
- Are gradient information useful for pruning of LLMs?☆48Aug 23, 2025Updated last year
- Training with Block Minifloat number representation☆18May 2, 2021Updated 5 years ago