[ICML24] Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for LLMs
☆99Nov 25, 2024Updated last year
Alternatives and similar repositories for Pruner-Zero
Users that are interested in Pruner-Zero are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- D^2-MoE: Delta Decompression for MoE-based LLMs Compression☆82Mar 25, 2025Updated last year
- Are gradient information useful for pruning of LLMs?☆47Aug 23, 2025Updated 8 months ago
- [NeurIPS 2024] Search for Efficient LLMs☆16Jan 16, 2025Updated last year
- Awesome list for LLM pruning.☆291Oct 11, 2025Updated 6 months ago
- ☆12Oct 9, 2023Updated 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.
- ☆57Jun 10, 2024Updated last year
- A block pruning framework for LLMs.☆28May 17, 2025Updated 11 months ago
- ☆41Nov 22, 2025Updated 5 months ago
- SpInfer: Leveraging Low-Level Sparsity for Efficient Large Language Model Inference on GPUs☆64Mar 25, 2025Updated last year
- Implementation of PGONAS for CVPR22W and RD-NAS for ICASSP23☆23Apr 25, 2023Updated 3 years ago
- [AAAI 2024] Fluctuation-based Adaptive Structured Pruning for Large Language Models☆75Jan 6, 2024Updated 2 years ago
- BESA is a differentiable weight pruning technique for large language models.☆17Mar 4, 2024Updated 2 years ago
- ☆23Nov 26, 2024Updated last year
- ☆63Dec 15, 2024Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- [ICML2024] DetKDS: Knowledge Distillation Search for Object Detectors☆19Jul 11, 2024Updated last year
- [ICRA 2025]Robust Self-Reconfiguration for Fault-Tolerant Control of Modular Aerial Robot Systems☆26Jun 9, 2025Updated 10 months ago
- This is the official repo for "Differentiable Model Scaling using Differentiable Topk"☆12May 16, 2024Updated last year
- ☆12Sep 1, 2023Updated 2 years ago
- A simple and effective LLM pruning approach.☆863Aug 9, 2024Updated last year
- ☆24Jan 21, 2024Updated 2 years ago
- AFPQ code implementation☆23Nov 6, 2023Updated 2 years ago
- ☆29Nov 29, 2023Updated 2 years ago
- (ECCV2022) EAGAN: EAGAN: Efficient Two-stage Evolutionary Architecture Search for GANs☆12Sep 15, 2022Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- [ACL 2024] A novel QAT with Self-Distillation framework to enhance ultra low-bit LLMs.☆137May 16, 2024Updated last year
- [NeurIPS 2023] ShiftAddViT: Mixture of Multiplication Primitives Towards Efficient Vision Transformer☆30Dec 6, 2023Updated 2 years ago
- Efficient Expert Pruning for Sparse Mixture-of-Experts Language Models: Enhancing Performance and Reducing Inference Costs☆23Nov 11, 2025Updated 5 months ago
- Official Pytorch Implementation of "Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity"☆81Jul 7, 2025Updated 9 months ago
- Official code for DeepSound-V1☆13May 14, 2025Updated 11 months ago
- An algorithm for weight-activation quantization (W4A4, W4A8) of LLMs, supporting both static and dynamic quantization☆171Nov 26, 2025Updated 5 months ago
- https://hyperbox-doc.readthedocs.io/en/latest/☆26Oct 8, 2023Updated 2 years ago
- SLiM: One-shot Quantized Sparse Plus Low-rank Approximation of LLMs (ICML 2025)☆36Nov 28, 2025Updated 5 months ago
- This repository provides an improved LLamaGen Model, fine-tuned on 500,000 high-quality images, each accompanied by over 300 token prompt…☆30Oct 21, 2024Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Auto-Prox-AAAI24☆14Apr 30, 2024Updated 2 years ago
- [ICLR 2025] Official implementation of paper "Dynamic Low-Rank Sparse Adaptation for Large Language Models".☆24Mar 16, 2025Updated last year
- ☆33Apr 2, 2025Updated last year
- Code for the ICML 2023 paper "SparseGPT: Massive Language Models Can Be Accurately Pruned in One-Shot".☆880Aug 20, 2024Updated last year
- [ICCV-2023] EMQ: Evolving Training-free Proxies for Automated Mixed Precision Quantization☆28Dec 6, 2023Updated 2 years ago
- MedConceptsQA: Open source medical concepts QA benchmark☆18Dec 30, 2024Updated last year
- [NeurIPS ENLSP Workshop'24] CSKV: Training-Efficient Channel Shrinking for KV Cache in Long-Context Scenarios☆16Oct 18, 2024Updated last year