☆64Oct 17, 2023Updated 2 years ago
Alternatives and similar repositories for LoSparse
Users that are interested in LoSparse are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PyTorch implementation of Language model compression with weighted low-rank factorization☆14Jun 28, 2023Updated 3 years ago
- Official Pytorch Implementation of "Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity"☆81Jul 7, 2025Updated last year
- [ICLR'25] R-Sparse: Rank-Aware Activation Sparsity for Efficient LLM Inference☆21Apr 28, 2025Updated last year
- ☆61Jun 10, 2024Updated 2 years ago
- Activation-aware Singular Value Decomposition for Compressing Large Language Models☆92Oct 22, 2024Updated last year
- 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.
- Implementation of RankE: End-to-End Discrete Text-to-Image Post-Training via Rank-Consistent Alignment☆21May 27, 2026Updated 3 months ago
- ☆12Dec 26, 2024Updated last year
- The implementation for MLSys 2023 paper: "Cuttlefish: Low-rank Model Training without All The Tuning"☆43Aug 23, 2026Updated last month
- Official implementation of ICML'24 paper "LQER: Low-Rank Quantization Error Reconstruction for LLMs"☆19Jul 11, 2024Updated 2 years ago
- [NeurIPS'25] FreqExit: Enabling Early-Exit Inference for Visual Autoregressive Models via Frequency-Aware Guidance☆21Dec 15, 2025Updated 9 months ago
- Code for the ICML 2023 paper "SparseGPT: Massive Language Models Can Be Accurately Pruned in One-Shot".☆896Aug 20, 2024Updated 2 years ago
- ☆26Nov 23, 2023Updated 2 years ago
- [ICML 2024] Official Implementation of SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks☆44Feb 4, 2025Updated last year
- Low-Rank Llama Custom Training☆23Mar 27, 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.
- Official Repo for SparseLLM: Global Pruning of LLMs (NeurIPS 2024)☆71Mar 27, 2025Updated last year
- Webpage: https://chuny9743.github.io/AI4WaterEnv_Webpage/☆36Aug 22, 2026Updated last month
- ☆23Nov 26, 2024Updated last year
- Code for "Seeking Neural Nuggets: Knowledge Transfer in Large Language Models from a Parametric Perspective"☆33May 9, 2024Updated 2 years ago
- [ICML25] Agentic Compression Benchmark (ACBench)☆21Jul 2, 2025Updated last year
- [TMLR 2026] Is Oracle Pruning the True Oracle?☆35Jul 1, 2026Updated 2 months ago
- On the Effectiveness of Parameter-Efficient Fine-Tuning☆39Nov 4, 2023Updated 2 years ago
- ☆83Apr 1, 2024Updated 2 years ago
- This pytorch package implements PLATON: Pruning Large Transformer Models with Upper Confidence Bound of Weight Importance (ICML 2022).☆45Oct 17, 2022Updated 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.
- ☆30Jul 22, 2024Updated 2 years ago
- [ACL 2025] Cautious Next Token Prediction☆16Jul 24, 2025Updated last year
- hardware (ASIC) DEFLATE designed for low-latency page-granularity memory compression and implemented in Chisel☆16Nov 15, 2024Updated last year
- ☆15Nov 7, 2024Updated last year
- HALO: Hadamard-Assisted Low-Precision Optimization and Training method for finetuning LLMs. 🚀 The official implementation of https://arx…☆32Feb 17, 2025Updated last year
- ☆23Nov 26, 2025Updated 9 months ago
- Boosting 4-bit inference kernels with 2:4 Sparsity☆101Sep 4, 2024Updated 2 years ago
- [arxiv 2025] SparseSSM: Efficient Selective Structured State Space Models Can Be Pruned in One-Shot☆23Oct 8, 2025Updated 11 months ago
- LVOmniBench: Pioneering Long Audio-Video Understanding Evaluation for Omnimodal LLMs☆42Apr 2, 2026Updated 5 months 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.
- ☆17Apr 29, 2025Updated last year
- [ICDCS 2023] Evaluation and Optimization of Gradient Compression for Distributed Deep Learning☆10Apr 28, 2023Updated 3 years ago
- Official implementation for LaCo (EMNLP 2024 Findings)☆22Oct 3, 2024Updated last year
- [ACL'22] Training-free Neural Architecture Search for RNNs and Transformers☆14May 26, 2024Updated 2 years ago
- ☆360Apr 2, 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
- ☆235Jun 11, 2024Updated 2 years ago