[ICML 2024] SPP: Sparsity-Preserved Parameter-Efficient Fine-Tuning for Large Language Models
☆22May 28, 2024Updated 2 years ago
Alternatives and similar repositories for SPP
Users that are interested in SPP are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆15May 4, 2024Updated 2 years ago
- ☆35May 24, 2024Updated 2 years ago
- ThinK: Thinner Key Cache by Query-Driven Pruning☆30Jun 2, 2026Updated 4 months ago
- [ICLR 2025] Official implementation of paper "Dynamic Low-Rank Sparse Adaptation for Large Language Models".☆25Mar 16, 2025Updated last year
- Github Repo for OATS: Outlier-Aware Pruning through Sparse and Low Rank Decomposition☆21Apr 16, 2025Updated 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.
- ☆23Jul 5, 2024Updated 2 years ago
- ☆62Jun 10, 2024Updated 2 years ago
- ☆30Jul 22, 2024Updated 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
- [ACL 2024] Not All Experts are Equal: Efficient Expert Pruning and Skipping for Mixture-of-Experts Large Language Models☆124May 24, 2024Updated 2 years ago
- Official implementation of EMNLP'23 paper "Revisiting Block-based Quantisation: What is Important for Sub-8-bit LLM Inference?"☆24Oct 25, 2023Updated 3 years ago
- ☆11May 28, 2024Updated 2 years ago
- ☆25Jul 23, 2026Updated 3 months ago
- ☆12Aug 22, 2023Updated 3 years 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.
- Orthogonal Subspace Learning for Continual Learning☆15Apr 23, 2025Updated last year
- Make reasoning models scalable☆51Jun 2, 2026Updated 4 months ago
- Robust Differentially Private Training of Deep Neural Networks☆12Dec 10, 2020Updated 5 years ago
- [ICML 2024] When Linear Attention Meets Autoregressive Decoding: Towards More Effective and Efficient Linearized Large Language Models☆35Jun 12, 2024Updated 2 years ago
- [EMNLP 2025] Official code for the paper "SafeKey: Amplifying Aha-Moment Insights for Safety Reasoning"☆16May 12, 2026Updated 5 months ago
- A paper list shared in the group meeting☆13Nov 13, 2025Updated 11 months ago
- Code for ACL 2024 accepted paper titled "SAPT: A Shared Attention Framework for Parameter-Efficient Continual Learning of Large Language …☆40Jan 13, 2025Updated last year
- [EMNLP 2024] Official implementation of "Rethinking Pruning Large Language Models: Benefits and Pitfalls of Reconstruction Error Minimiza…☆42Feb 21, 2025Updated 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 last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆10Dec 13, 2024Updated last year
- Official repository for "TrustGeoGen: Formal-Verified Data Engine for Trustworthy Multi-modal Geometric Problem Solving"☆23Sep 1, 2025Updated last year
- Pytorch implementation of our paper accepted by ICML 2023 -- "Bi-directional Masks for Efficient N:M Sparse Training"☆14Jun 7, 2023Updated 3 years ago
- [ICML 2024] Official Implementation of SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks☆44Feb 4, 2025Updated last year
- ☆22Oct 13, 2024Updated 2 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
- This repo contains the dataset for paper: Creating a Dataset Supporting Translation Between OpenMP Fortran and C++ Code☆14Dec 1, 2023Updated 2 years ago
- ☆46Jun 14, 2026Updated 4 months ago
- Code for ACL 2025 accepted paper titled "MPO: Multilingual Safety Alignment via Reward Gap Optimization"☆12Jun 5, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Official implementation of the ICLR paper "Streamlining Redundant Layers to Compress Large Language Models"☆45May 1, 2025Updated last year
- The official PyTorch implementation of ALRIGHT and MAXRIGHT algorithms for efficient trade-off in LLM post-training☆13Nov 11, 2025Updated 11 months ago
- Self-Supervised Alignment with Mutual Information☆20May 24, 2024Updated 2 years ago
- Official Repository for "WUSH: Near-Optimal Adaptive Transforms for LLM Quantization" (ICML 2026)☆16Jun 30, 2026Updated 4 months ago
- ☆10Feb 6, 2025Updated last year
- Complex-Edit: CoT-Like Instruction Generation for Complexity-Controllable Image Editing Benchmark☆30Apr 22, 2025Updated last year
- Ongoing research training transformer models at scale☆44Updated this week