[NeurIPS 2024] AlphaPruning: Using Heavy-Tailed Self Regularization Theory for Improved Layer-wise Pruning of Large Language Models
☆34Jun 9, 2025Updated 11 months ago
Alternatives and similar repositories for AlphaPruning
Users that are interested in AlphaPruning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [KDD 2023] code for "Test accuracy vs. generalization gap: model selection in NLP without accessing training or testing data" https://arx…☆12Oct 17, 2022Updated 3 years ago
- Official implementation for LaCo (EMNLP 2024 Findings)☆21Oct 3, 2024Updated last year
- This repo is a collection of AWESOME things about continual semantic segmentation, including papers, code, demos, etc. Feel free to pull …☆30Aug 21, 2024Updated last year
- [ICLR 2025] Linear Combination of Saved Checkpoints Makes Consistency and Diffusion Models Better☆16Feb 15, 2025Updated last year
- Offical implementation of "Re-Aligning Language to Visual Objects with an Agentic Workflow"☆32Apr 20, 2025Updated last year
- 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.
- [NeurIPS 2020] code for "Boundary thickness and robustness in learning models"☆20Dec 11, 2020Updated 5 years ago
- Enhancing Representations through Heterogeneous Self-Supervised Learning (TPAMI 2025)☆15May 2, 2025Updated last year
- Collect papers about Mamba (a selective state space model).☆15Aug 6, 2024Updated last year
- [ECCV24] MixDQ: Memory-Efficient Few-Step Text-to-Image Diffusion Models with Metric-Decoupled Mixed Precision Quantization☆14Nov 27, 2024Updated last year
- This is the official code for the paper "Safety Tax: Safety Alignment Makes Your Large Reasoning Models Less Reasonable".☆33Mar 11, 2025Updated last year
- [CVPR 2025 Highlight] v-CLR: View-Consistent Learning for Open-World Instance Segmentation☆22Apr 19, 2026Updated last month
- [ICLR24] "AutoVP: An Automated Visual Prompting Framework and Benchmark" by Hsi-Ai Tsao*, Lei Hsiung*, Pin-Yu Chen, Sijia Liu, and Tsung-…☆23Sep 18, 2025Updated 8 months ago
- Official implementation of the ICLR paper "Streamlining Redundant Layers to Compress Large Language Models"☆43May 1, 2025Updated last year
- Open source code for ICML 2025 Paper: Eigenspectrum Analysis of Neural Networks without Aspect Ratio Bias☆43Nov 14, 2025Updated 6 months ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- The implementation for ICLR2023 paper: "BEEF: Bi-Compatible Class-Incremental Learning via Energy-Based Expansion and Fusion" in PyTorch.☆18May 25, 2023Updated 3 years ago
- [ICLR 2025] Official implementation of paper "Dynamic Low-Rank Sparse Adaptation for Large Language Models".☆24Mar 16, 2025Updated last year
- Incremental Object Detection with Feature Pyramid Network(FPN) and Knowledge Distillation.☆12Jan 16, 2025Updated last year
- Semi-Cycled Generative Adversarial Networks for Real-World Face Super-Resolution☆29Feb 15, 2023Updated 3 years ago
- [CVPR23] "Towards Compositional Adversarial Robustness: Generalizing Adversarial Training to Composite Semantic Perturbations" by Lei Hsi…☆24Sep 17, 2025Updated 8 months ago
- Code for NeurIPS 2023 paper - FeCAM: Exploiting the Heterogeneity of Class Distributions in Exemplar-Free Continual Learning☆42Nov 12, 2024Updated last year
- WeGeFT: Weight‑Generative Fine‑Tuning for Multi‑Faceted Efficient Adaptation of Large Models☆23Jul 10, 2025Updated 10 months ago
- Exploring Feature Self-relation for Self-supervised Transformer (TPAMI 2023)☆21Apr 30, 2025Updated last year
- ☆17Jun 3, 2025Updated 11 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆23Nov 26, 2024Updated last year
- Debiasing Through Data Attribution☆13May 23, 2024Updated 2 years ago
- 南开大学硕士博士毕业论文模板(2026)☆69May 15, 2026Updated last week
- Localizing Memorized Sequences in Language Models☆22Oct 15, 2025Updated 7 months ago
- The official repository for AdaMuon☆39Aug 27, 2025Updated 8 months ago
- ☆22Jul 17, 2023Updated 2 years ago
- ☆13Jul 3, 2024Updated last year
- ☆35May 24, 2024Updated 2 years ago
- [ICLR 2025] On Evluating the Durability of Safegurads for Open-Weight LLMs☆13Jun 20, 2025Updated 11 months 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.
- [NeurIPS 2025@FoRLM] R1-Compress: Long Chain-of-Thought Compression via Chunk Compression and Search☆17Jan 24, 2026Updated 4 months ago
- ☆41Nov 22, 2025Updated 6 months ago
- (IJCAI 2019) Knowledge Amalgamation from Heterogeneous Networks by Common Feature Learning☆10Nov 25, 2022Updated 3 years ago
- 🔥 🔥 [ECCV 2024 Oral ] Official code for "Weighted Ensemble Models Are Strong Continual Learners"☆30Apr 16, 2025Updated last year
- ☆21Oct 2, 2024Updated last year
- ☆15Apr 25, 2023Updated 3 years ago
- Official implementation for "Pruning Large Language Models with Semi-Structural Adaptive Sparse Training" (AAAI 2025)☆19Jul 1, 2025Updated 10 months ago