DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling
☆39Jul 12, 2024Updated 2 years ago
Alternatives and similar repositories for della
Users that are interested in della are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Localize-and-Stitch: Efficient Model Merging via Sparse Task Arithmetic☆33Feb 18, 2026Updated 8 months ago
- Efficient and Effective Weight-Ensembling Mixture of Experts for Multi-Task Model Merging. Arxiv, 2024.☆16Oct 28, 2024Updated 2 years ago
- Our EMNLP 2022 paper on VIP-Based Prompting for Parameter-Efficient Learning☆10Oct 22, 2022Updated 4 years ago
- Official Repo for Error-Free Linear Attention is a Free Lunch: Exact Solution from Continuous-Time Dynamics☆80Sep 25, 2026Updated last month
- FusionBench: A Comprehensive Benchmark/Toolkit of Deep Model Fusion☆244Updated this week
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- [ICLR 2025] Official implementation of paper "Dynamic Low-Rank Sparse Adaptation for Large Language Models".☆25Mar 16, 2025Updated last year
- Ferret: Faster and Effective Automated Red Teaming with Reward-Based Scoring Technique☆19Aug 22, 2024Updated 2 years ago
- ☆13Jan 14, 2025Updated last year
- A comprehensive benchmark for evaluating AI models on language-guided molecular structure recognition and manipulation.☆15Apr 27, 2026Updated 6 months ago
- code for EMNLP 2024 paper: How do Large Language Models Learn In-Context? Query and Key Matrices of In-Context Heads are Two Towers for M…☆13Nov 17, 2024Updated last year
- ☆30Jul 22, 2024Updated 2 years ago
- AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.☆116Oct 28, 2024Updated 2 years ago
- Emma-X: An Embodied Multimodal Action Model with Grounded Chain of Thought and Look-ahead Spatial Reasoning☆85May 17, 2025Updated last year
- Official Pytorch Implementation of Our Paper Accepted at ICLR 2024-- Dynamic Sparse No Training: Training-Free Fine-tuning for Sparse LLM…☆51Apr 9, 2024Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- code for EMNLP 2024 paper: Interpreting Arithmetic Mechanism in Large Language Models through Comparative Neuron Analysis☆12Nov 17, 2024Updated last year
- My Gen AI research☆11Jun 3, 2024Updated 2 years ago
- Official Repo for SparseLLM: Global Pruning of LLMs (NeurIPS 2024)☆71Mar 27, 2025Updated last year
- [ICML 2025] From Low Rank Gradient Subspace Stabilization to Low-Rank Weights: Observations, Theories and Applications☆52Oct 30, 2025Updated last year
- ☆22Mar 16, 2023Updated 3 years ago
- [NeurIPS 2024 Spotlight] EMR-Merging: Tuning-Free High-Performance Model Merging☆82Mar 1, 2025Updated last year
- Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. ACM Computing Surveys, 2026.☆795Updated this week
- Unofficial Implementation of Evolutionary Model Merging☆42Mar 28, 2024Updated 2 years ago
- Official implementation of "Modeling Multi-Task Model Merging as Adaptive Projective Gradient Descent".☆23May 23, 2025Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Code for paper "Merging Multi-Task Models via Weight-Ensembling Mixture of Experts"☆35Jun 7, 2024Updated 2 years ago
- Accurate Retraining-free Pruning for Pretrained Encoder-based Language Models (ICLR 2024)☆14May 31, 2025Updated last year
- Official implementation of the ICLR paper "Streamlining Redundant Layers to Compress Large Language Models"☆45May 1, 2025Updated last year
- Mixture of Lora Experts☆11Apr 7, 2024Updated 2 years ago
- ☆224Feb 3, 2024Updated 2 years ago
- Test LLMs against jailbreaks and unprecedented harms☆42Oct 19, 2024Updated 2 years ago
- Code for paper "Parameter Efficient Multi-task Model Fusion with Partial Linearization"☆26Sep 13, 2024Updated 2 years ago
- ☆20Apr 6, 2026Updated 6 months ago
- [ACL 2024] Knowledge Fusion by Evolving Weights of Language Models☆40Sep 19, 2024Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆33Jul 8, 2024Updated 2 years ago
- BANTAM FACTORY — Your model. Your hardware. A coding factory that can improve itself.☆16Oct 18, 2026Updated last week
- Two Stones Hit One Bird: Bilevel Positional Encoding for Better Length Extrapolation, ICML 2024☆25Jun 26, 2024Updated 2 years ago
- Sparse Autoencoders (SAE) vs CLIP fine-tuning fun.☆18Dec 19, 2024Updated last year
- Codes and datasets for our ICASSP2023 paper, Evaluating parameter-efficient transfer learning approaches on SURE benchmark for speech und…☆43Mar 12, 2023Updated 3 years ago
- MAP: Low-compute Model Merging with Amortized Pareto Fronts via Quadratic Approximation☆18Sep 2, 2024Updated 2 years ago
- Repo for the EMNLP'24 Paper "Dual-Space Knowledge Distillation for Large Language Models". A general white-box KD framework for both same…☆65Mar 21, 2026Updated 7 months ago