mmatena / model_mergingLinks
☆78Updated 3 years ago
Alternatives and similar repositories for model_merging
Users that are interested in model_merging are comparing it to the libraries listed below
Sorting:
- Source code of "Task arithmetic in the tangent space: Improved editing of pre-trained models".☆106Updated 2 years ago
- ☆31Updated last year
- This is the repository for "Model Merging by Uncertainty-Based Gradient Matching", ICLR 2024.☆29Updated last year
- Official repository of "Localizing Task Information for Improved Model Merging and Compression" [ICML 2024]☆51Updated last year
- DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models (ICLR 2024)☆76Updated last year
- ☆101Updated 2 years ago
- Code accompanying the paper "Massive Activations in Large Language Models"☆185Updated last year
- ☆51Updated last year
- AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.☆95Updated last year
- [NeurIPS'23] Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors☆82Updated 10 months ago
- ☆42Updated 2 years ago
- ☆51Updated last year
- ☆197Updated last year
- [NeurIPS 2023] Github repository for "Composing Parameter-Efficient Modules with Arithmetic Operations"☆61Updated last year
- AI Logging for Interpretability and Explainability🔬☆133Updated last year
- Test-time-training on nearest neighbors for large language models☆46Updated last year
- Function Vectors in Large Language Models (ICLR 2024)☆183Updated 6 months ago
- Long Is More for Alignment: A Simple but Tough-to-Beat Baseline for Instruction Fine-Tuning [ICML 2024]☆19Updated last year
- TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models☆79Updated last year
- Code release for Dataless Knowledge Fusion by Merging Weights of Language Models (https://openreview.net/forum?id=FCnohuR6AnM)☆91Updated 2 years ago
- ☆102Updated last year
- Revisiting Efficient Training Algorithms For Transformer-based Language Models (NeurIPS 2023)☆80Updated 2 years ago
- Bayesian low-rank adaptation for large language models☆26Updated last year
- ☆46Updated last year
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆83Updated 8 months ago
- ☆29Updated last year
- official code repo for paper "Merging Models on the Fly Without Retraining: A Sequential Approach to Scalable Continual Model Merging"☆20Updated last month
- Localize-and-Stitch: Efficient Model Merging via Sparse Task Arithmetic☆30Updated last month
- A fast, effective data attribution method for neural networks in PyTorch☆221Updated 11 months ago
- ☆18Updated last year