david3684 / AdaRankLinks
Official codebase for AdaRank: Adaptive Rank Pruning for Enhanced Model Merging
☆15Updated 2 months ago
Alternatives and similar repositories for AdaRank
Users that are interested in AdaRank are comparing it to the libraries listed below
Sorting:
- Task Singular Vectors: Reducing Task Interference in Model Merging. Merge models avoiding task interference through separable models.☆20Updated 2 months ago
- Official repository of "Localizing Task Information for Improved Model Merging and Compression" [ICML 2024]☆47Updated 9 months ago
- Deep Learning & Information Bottleneck☆61Updated 2 years ago
- ☆31Updated 2 months ago
- Benchmark for Natural Temporal Distribution Shift (NeurIPS 2022)☆67Updated 2 years ago
- Source code of "Task arithmetic in the tangent space: Improved editing of pre-trained models".☆103Updated 2 years ago
- Official implementation of ORCA proposed in the paper "Cross-Modal Fine-Tuning: Align then Refine"☆71Updated last year
- Code for "Surgical Fine-Tuning Improves Adaptation to Distribution Shifts" published at ICLR 2023☆29Updated 2 years ago
- ☆25Updated last year
- Relative representations can be leveraged to enable solving tasks regarding "latent communication": from zero-shot model stitching to lat…☆60Updated 2 years ago
- Official implementation for Equivariant Architectures for Learning in Deep Weight Spaces [ICML 2023]☆89Updated last year
- source code for paper "Riemannian Preconditioned LoRA for Fine-Tuning Foundation Models"☆30Updated last year
- [ICLR 2023, ICLR DG oral] PAIR, the optimizer and model selection criteria for OOD Generalization☆52Updated last year
- ☆70Updated 8 months ago
- Code for "Can We Scale Transformers to Predict Parameters of Diverse ImageNet Models?" [ICML 2023]☆36Updated 11 months ago
- Code for GFlowNet-EM, a novel algorithm for fitting latent variable models with compositional latents and an intractable true posterior.☆41Updated last year
- Model Zoos published at the NeurIPS 2022 Dataset & Benchmark track: "Model Zoos: A Dataset of Diverse Populations of Neural Network Model…☆55Updated 2 years ago
- AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.☆88Updated 9 months ago
- A python package providing a benchmark with various specified distribution shift patterns.☆58Updated last year
- Differentiable Top-k Classification Learning☆83Updated 2 years ago
- ☆9Updated 2 years ago
- ☆40Updated 2 years ago
- Official PyTorch implementation of "DiffusionNAG: Predictor-guided Neural Architecture Generation with Diffusion Models" (ICLR 2024)☆44Updated last year
- [NeurIPS 2024 Spotlight] EMR-Merging: Tuning-Free High-Performance Model Merging☆62Updated 5 months ago
- Official code implementation of "GEX: A flexible method for approximating influence via Geometric Ensemble" (NeurIPS 2023)☆13Updated last year
- ☆14Updated 4 months ago
- Bayesian Low-Rank Adaptation for Large Language Models☆35Updated last year
- Optimal Transport in the Big Data Era☆109Updated 9 months ago
- ☆31Updated last year
- Official implementation of GOAT model (ICML2023)☆38Updated 2 years ago