Are gradient information useful for pruning of LLMs?
☆48Aug 23, 2025Updated 10 months ago
Alternatives and similar repositories for GBLM-Pruner
Users that are interested in GBLM-Pruner are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICML24] Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for LLMs☆100Nov 25, 2024Updated last year
- BESA is a differentiable weight pruning technique for large language models.☆17Mar 4, 2024Updated 2 years ago
- ☆36Aug 23, 2023Updated 2 years ago
- Official implementation of the ICLR paper "Streamlining Redundant Layers to Compress Large Language Models"☆43May 1, 2025Updated last year
- White Blood Cells Classification using Unsupervised Domain Adaptation☆13May 17, 2020Updated 6 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆35May 24, 2024Updated 2 years ago
- study of Ampere' Sparse Matmul☆18Jan 10, 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
- [MICCAI 2023][Early Accept] Official code repository of paper titled "Cross-modulated Few-shot Image Generation for Colorectal Tissue Cla…☆47Sep 28, 2023Updated 2 years ago
- ☆59Jun 10, 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
- Code Implementation for "NASH: A Simple Unified Framework of Structured Pruning for Accelerating Encoder-Decoder Language Models" (EMNLP …☆17Oct 17, 2023Updated 2 years 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
- Compressible Dynamics in Deep Overparameterized Low-Rank Learning & Adaptation (ICML'24 Oral)☆12Jul 22, 2024Updated last year
- 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.
- ☆35Apr 2, 2025Updated last year
- Code for "End-to-End Learning of Flowchart Grounded Task-Oriented Dialogs"☆14Oct 10, 2022Updated 3 years ago
- [ACL'22] Training-free Neural Architecture Search for RNNs and Transformers☆14May 26, 2024Updated 2 years ago
- [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☆41Feb 4, 2025Updated last year
- A simple and effective LLM pruning approach.☆867Aug 9, 2024Updated last year
- The artifact for NDSS '25 paper "ASGARD: Protecting On-Device Deep Neural Networks with Virtualization-Based Trusted Execution Environmen…☆16Oct 16, 2025Updated 8 months ago
- ☆12Oct 9, 2023Updated 2 years ago
- SLiM: One-shot Quantized Sparse Plus Low-rank Approximation of LLMs (ICML 2025)☆36Nov 28, 2025Updated 7 months 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.
- codes for ICML2021 paper iDARTS: Differentiable Architecture Search with Stochastic Implicit Gradients☆10May 27, 2021Updated 5 years ago
- Official PyTorch implementation of our ECCV 2022 paper "Sliced Recursive Transformer"☆66Sep 6, 2022Updated 3 years ago
- Official Repo for SparseLLM: Global Pruning of LLMs (NeurIPS 2024)☆70Mar 27, 2025Updated last year
- Code for paper: "RemovalNet: DNN model fingerprinting removal attack", IEEE TDSC 2023.☆10Nov 27, 2023Updated 2 years ago
- [NAACL 24 Oral] LoRETTA: Low-Rank Economic Tensor-Train Adaptation for Ultra-Low-Parameter Fine-Tuning of Large Language Models☆39Jan 9, 2025Updated last year
- ☆63Dec 15, 2024Updated last year
- [NeurIPS 2024] AlphaPruning: Using Heavy-Tailed Self Regularization Theory for Improved Layer-wise Pruning of Large Language Models☆34Jun 9, 2025Updated last year
- [CVPR 2024] This is the official implementation of "MART: Masked Affective RepresenTation Learning via Masked Temporal Distribution Disti…☆22Jun 14, 2025Updated last year
- DetectLLM: Leveraging Log Rank Information for Zero-Shot Detection of Machine-Generated Text☆34Jul 26, 2023Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Official Pytorch Implementation of Paper "DarwinLM: Evolutionary Structured Pruning of Large Language Models"☆20Feb 21, 2025Updated last year
- icml24☆14Feb 24, 2025Updated last year
- ☆43Jun 14, 2026Updated 2 weeks ago
- Automated Identification of Redundant Layer Blocks for Pruning in Large Language Models☆266Apr 23, 2024Updated 2 years ago
- An artificial matrix generator in C☆13Feb 16, 2023Updated 3 years ago
- ☆21Oct 2, 2024Updated last year
- [CVPR'24] LOTUS: Evasive and Resilient Backdoor Attacks through Sub-Partitioning☆15Apr 17, 2026Updated 2 months ago