aaronserianni / training-free-nas
☆12Updated 8 months ago
Alternatives and similar repositories for training-free-nas:
Users that are interested in training-free-nas are comparing it to the libraries listed below
- [Preprint] Why is the State of Neural Network Pruning so Confusing? On the Fairness, Comparison Setup, and Trainability in Network Prunin…☆40Updated last year
- BESA is a differentiable weight pruning technique for large language models.☆14Updated 11 months ago
- [TMLR] Official PyTorch implementation of paper "Efficient Quantization-aware Training with Adaptive Coreset Selection"☆30Updated 5 months ago
- ☆20Updated 2 years ago
- [ICLR 2025] Linear Combination of Saved Checkpoints Makes Consistency and Diffusion Models Better☆14Updated 10 months ago
- [NeurIPS 2024] Search for Efficient LLMs☆12Updated last month
- Official PyTorch implementation of "LayerMerge: Neural Network Depth Compression through Layer Pruning and Merging" (ICML'24)☆29Updated 6 months ago
- This is the pytorch implementation for the paper: Generalizable Mixed-Precision Quantization via Attribution Rank Preservation, which is…☆25Updated 3 years ago
- [ICLR 2024] This is the official PyTorch implementation of "QLLM: Accurate and Efficient Low-Bitwidth Quantization for Large Language Mod…☆35Updated 11 months ago
- Implementation of PGONAS for CVPR22W and RD-NAS for ICASSP23☆22Updated last year
- FOX-NAS: Fast, On-device and Explainable NeuralArchitecture Search☆10Updated 3 years ago
- [ICML 2022] "DepthShrinker: A New Compression Paradigm Towards Boosting Real-Hardware Efficiency of Compact Neural Networks", by Yonggan …☆71Updated 2 years ago
- [ECCV 2022] SuperTickets: Drawing Task-Agnostic Lottery Tickets from Supernets via Jointly Architecture Searching and Parameter Pruning☆19Updated 2 years ago
- [ICLR'23] Trainability Preserving Neural Pruning (PyTorch)☆32Updated last year
- The code for Joint Neural Architecture Search and Quantization☆13Updated 5 years ago
- The official project website of "NORM: Knowledge Distillation via N-to-One Representation Matching" (The paper of NORM is published in IC…☆19Updated last year
- ☆42Updated last year
- Auto-Prox-AAAI24☆10Updated 9 months ago
- ☆12Updated last year
- Official code of "NAS acceleration via proxy data", IJCAI21☆10Updated 2 years ago
- Fire Together Wire Together: A Dynamic Pruning Approach with Self-Supervised Mask Prediction☆10Updated 2 years ago
- [ICLR 2021] CompOFA: Compound Once-For-All Networks For Faster Multi-Platform Deployment☆24Updated 2 years ago
- A highly modular PyTorch framework with a focus on Neural Architecture Search (NAS).☆22Updated 3 years ago
- ☆13Updated 3 years ago
- [ICLR 2024] This is the official PyTorch implementation of "QLLM: Accurate and Efficient Low-Bitwidth Quantization for Large Language Mod…☆22Updated 11 months ago
- Code for RepNAS☆13Updated 3 years ago
- ☆17Updated 2 years ago
- To appear in the 11th International Conference on Learning Representations (ICLR 2023).☆16Updated last year
- [ICLR 2022] "Unified Vision Transformer Compression" by Shixing Yu*, Tianlong Chen*, Jiayi Shen, Huan Yuan, Jianchao Tan, Sen Yang, Ji Li…☆52Updated last year
- Official PyTorch implementation of "Evolving Search Space for Neural Architecture Search"☆11Updated 3 years ago