oneHuster / MixupE
Codes for "MixupE: Understanding and Improving Mixup from Directional Derivative Perspective" UAI 2023 Oral
☆28Updated last year
Related projects ⓘ
Alternatives and complementary repositories for MixupE
- Training-free data valuation on deep neural network applications. (ICML-2022)☆22Updated 2 years ago
- AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.☆49Updated 2 weeks ago
- ☆81Updated last year
- ICLR 2024, Towards Lossless Dataset Distillation via Difficulty-Aligned Trajectory Matching☆94Updated 5 months ago
- The source code of the EMNLP 2023 main conference paper: Sparse Low-rank Adaptation of Pre-trained Language Models.☆69Updated 8 months ago
- The code of the paper "Minimizing the Accumulated Trajectory Error to Improve Dataset Distillation" (CVPR2023)☆40Updated last year
- Efficient and Online Dataset Growth Algorithm (with cleanness and diversity awareness) to deal with growing web data☆19Updated 3 months ago
- ☆44Updated 10 months ago
- This is the official implementation for the paper: Use Your INSTINCT: INSTruction optimization usIng Neural bandits Coupled with Transfor…☆35Updated 5 months ago
- This is an official repository for "LAVA: Data Valuation without Pre-Specified Learning Algorithms" (ICLR2023).☆44Updated 5 months ago
- A curated list of Model Merging methods.☆82Updated last month
- ☆26Updated last year
- Source code of "Task arithmetic in the tangent space: Improved editing of pre-trained models".☆85Updated last year
- A simple PyTorch implementation of influence functions.☆79Updated 4 months ago
- [ACL 2024] Code and data for "Machine Unlearning of Pre-trained Large Language Models"☆45Updated last month
- Implementaiton of "DiLM: Distilling Dataset into Language Model for Text-level Dataset Distillation" (accepted by NAACL2024 Findings)".☆14Updated last week
- Official repository of "Localizing Task Information for Improved Model Merging and Compression" [ICML 2024]☆34Updated 2 weeks ago
- Awesome-Low-Rank-Adaptation☆34Updated last month
- ☆34Updated 3 months ago
- Repository for research works and resources related to model reprogramming <https://arxiv.org/abs/2202.10629>☆60Updated 7 months ago
- ICLR2023 statistics☆60Updated last year
- [CVPR 2024] On the Diversity and Realism of Distilled Dataset: An Efficient Dataset Distillation Paradigm☆52Updated 6 months ago
- Lightweight Adapting for Black-Box Large Language Models☆18Updated 8 months ago
- [ICML 2024] Junk DNA Hypothesis: A Task-Centric Angle of LLM Pre-trained Weights through Sparsity; Lu Yin*, Ajay Jaiswal*, Shiwei Liu, So…☆15Updated 5 months ago
- Less is More: Task-aware Layer-wise Distillation for Language Model Compression (ICML2023)☆28Updated last year
- [ATTRIB @ NeurIPS 2024] When Attention Sink Emerges in Language Models: An Empirical View☆27Updated 3 weeks ago
- `dattri` is a PyTorch library for developing, benchmarking, and deploying efficient data attribution algorithms.☆31Updated last week
- This is a PyTorch reimplementation of Influence Functions from the ICML2017 best paper: Understanding Black-box Predictions via Influence…☆16Updated 4 years ago
- Code for safety test in "Keeping LLMs Aligned After Fine-tuning: The Crucial Role of Prompt Templates"☆17Updated 8 months ago
- ☆38Updated last year