conftrace_

model merging

234 papers

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Co-occurring keywords

large language model (13587) transfer learning (5449) multi-task learning (2575) knowledge distillation (3725) model compression (3302) language model (4599) low-rank adaptation (560) parameter-efficient fine-tuning (736) domain adaptation (4595) task vector (25)

Papers

Local Superior Soups: A Catalyst for Model Merging in Cross-Silo Federated Learning NIPS 2024
EMR-Merging: Tuning-Free High-Performance Model Merging NIPS 2024
Ex Uno Pluria: Insights on Ensembling in Low Precision Number Systems NIPS 2024
A Practitioner's Guide to Real-World Continual Multimodal Pretraining NIPS 2024
LoQT: Low-Rank Adapters for Quantized Pretraining NIPS 2024
Training-Free Pretrained Model Merging CVPR 2024
CLUES: Collaborative Private-domain High-quality Data Selection for LLMs via Training Dynamics NIPS 2024
Decoding-Time Language Model Alignment with Multiple Objectives NIPS 2024
Deep Graph Mating NIPS 2024
VB-LoRA: Extreme Parameter Efficient Fine-Tuning with Vector Banks NIPS 2024
Weak-to-Strong Search: Align Large Language Models via Searching over Small Language Models NIPS 2024
Knowledge Composition using Task Vectors with Learned Anisotropic Scaling NIPS 2024
Direct Consistency Optimization for Robust Customization of Text-to-Image Diffusion models NIPS 2024
RankMean: Module-Level Importance Score for Merging Fine-tuned LLM Models ACL 2024
Here’s a Free Lunch: Sanitizing Backdoored Models with Model Merge ACL 2024
Adaptive Discovering and Merging for Incremental Novel Class Discovery AAAI 2024
Language Models are Homer Simpson! Safety Re-Alignment of Fine-tuned Language Models through Task Arithmetic ACL 2024
An Attribute Interpolation Method in Speech Synthesis by Model Merging INTERSPEECH 2024
Mitigating Catastrophic Forgetting in Language Transfer via Model Merging EMNLP 2024
CUNI at WMT24 General Translation Task: LLMs, (Q)LoRA, CPO and Model Merging EMNLP 2024
What the Weight?! A Unified Framework for Zero-Shot Knowledge Composition EACL 2024
PRoLoRA: Partial Rotation Empowers More Parameter-Efficient LoRA ACL 2024
MindMerger: Efficiently Boosting LLM Reasoning in non-English Languages NIPS 2024
Task Arithmetic can Mitigate Synthetic-to-Real Gap in Automatic Speech Recognition EMNLP 2024
Fine-Tuning and Retrieval Augmented Generation for Question Answering Using Affordable Large Language Models COLING 2024