duguodong7 / pcb-mergingLinks
[NeurIPS 2024] For paper Parameter Competition Balancing for Model Merging
☆45Updated 9 months ago
Alternatives and similar repositories for pcb-merging
Users that are interested in pcb-merging are comparing it to the libraries listed below
Sorting:
- [NeurIPS 2024 Spotlight] EMR-Merging: Tuning-Free High-Performance Model Merging☆62Updated 5 months ago
- Codes for Merging Large Language Models☆33Updated last year
- ☆112Updated last year
- code for ACL24 "MELoRA: Mini-Ensemble Low-Rank Adapter for Parameter-Efficient Fine-Tuning"☆22Updated 5 months ago
- Analyzing and Reducing Catastrophic Forgetting in Parameter Efficient Tuning☆34Updated 8 months ago
- Representation Surgery for Multi-Task Model Merging. ICML, 2024.☆46Updated 9 months ago
- CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for task-aware parameter-efficient fine-tuning(NeurIPS 2024)☆48Updated 6 months ago
- Official code for our paper, "LoRA-Pro: Are Low-Rank Adapters Properly Optimized? "☆127Updated 4 months ago
- CoT-Valve: Length-Compressible Chain-of-Thought Tuning☆81Updated 5 months ago
- A block pruning framework for LLMs.☆24Updated 2 months ago
- ☆26Updated last year
- [EMNLP 2023, Main Conference] Sparse Low-rank Adaptation of Pre-trained Language Models☆80Updated last year
- ☆147Updated 11 months ago
- An Efficient LLM Fine-Tuning Factory Optimized for MoE PEFT☆108Updated 4 months ago
- State-of-the-art Parameter-Efficient MoE Fine-tuning Method☆175Updated 11 months ago
- ☆148Updated last year
- A generalized framework for subspace tuning methods in parameter efficient fine-tuning.☆153Updated last month
- 🚀 LLaMA-MoE v2: Exploring Sparsity of LLaMA from Perspective of Mixture-of-Experts with Post-Training☆86Updated 8 months ago
- ☆24Updated 3 months ago
- Official repository of "Localizing Task Information for Improved Model Merging and Compression" [ICML 2024]☆47Updated 9 months ago
- MoCLE (First MLLM with MoE for instruction customization and generalization!) (https://arxiv.org/abs/2312.12379)☆42Updated last month
- ICLR 2025☆27Updated 2 months ago
- AdaMoLE: Adaptive Mixture of LoRA Experts☆34Updated 9 months ago
- [NeurIPS'24 Oral] HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning☆220Updated 8 months ago
- AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.☆88Updated 9 months ago
- DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling☆34Updated last year
- SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Model https://arxiv.org/pdf/2411.02433☆28Updated 8 months ago
- [ACL'25] Mosaic-IT: Cost-Free Compositional Data Synthesis for Instruction Tuning☆19Updated last month
- LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning☆33Updated last year
- (ICLR2025 Spotlight) DEEM: Official implementation of Diffusion models serve as the eyes of large language models for image perception.☆37Updated last month