MetaGPT: Merging Large Language Models Using Model Exclusive Task Arithmetic
Fuente:
arXiv
Saved in:
| Main Authors: | Zhou, Yuyan, Song, Liang, Wang, Bingning, Chen, Weipeng |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
KV Shifting Attention Enhances Language Modeling
by: Xu, Mingyu, et al.
Published: (2024)
by: Xu, Mingyu, et al.
Published: (2024)
Extracting and Combining Abilities For Building Multi-lingual Ability-enhanced Large Language Models
by: Chen, Zhipeng, et al.
Published: (2024)
by: Chen, Zhipeng, et al.
Published: (2024)
ShortGPT: Layers in Large Language Models are More Redundant Than You Expect
by: Men, Xin, et al.
Published: (2024)
by: Men, Xin, et al.
Published: (2024)
Full-ECE: A Metric For Token-level Calibration on Large Language Models
by: Liu, Han, et al.
Published: (2024)
by: Liu, Han, et al.
Published: (2024)
Unveiling the Flaws: Exploring Imperfections in Synthetic Data and Mitigation Strategies for Large Language Models
by: Chen, Jie, et al.
Published: (2024)
by: Chen, Jie, et al.
Published: (2024)
Checkpoint Merging via Bayesian Optimization in LLM Pretraining
by: Liu, Deyuan, et al.
Published: (2024)
by: Liu, Deyuan, et al.
Published: (2024)
LongReD: Mitigating Short-Text Degradation of Long-Context Large Language Models via Restoration Distillation
by: Dong, Zican, et al.
Published: (2025)
by: Dong, Zican, et al.
Published: (2025)
WenyanGPT: A Large Language Model for Classical Chinese Tasks
by: Yao, Xinyu, et al.
Published: (2025)
by: Yao, Xinyu, et al.
Published: (2025)
Localize-and-Stitch: Efficient Model Merging via Sparse Task Arithmetic
by: He, Yifei, et al.
Published: (2024)
by: He, Yifei, et al.
Published: (2024)
Recent Advancement of Emotion Cognition in Large Language Models
by: Chen, Yuyan, et al.
Published: (2024)
by: Chen, Yuyan, et al.
Published: (2024)
1bit-Merging: Dynamic Quantized Merging for Large Language Models
by: Liu, Shuqi, et al.
Published: (2025)
by: Liu, Shuqi, et al.
Published: (2025)
Model Merging in the Era of Large Language Models: Methods, Applications, and Future Directions
by: Song, Mingyang, et al.
Published: (2026)
by: Song, Mingyang, et al.
Published: (2026)
Transport and Merge: Cross-Architecture Merging for Large Language Models
by: Cui, Chenhang, et al.
Published: (2026)
by: Cui, Chenhang, et al.
Published: (2026)
Model Merging in Pre-training of Large Language Models
by: Li, Yunshui, et al.
Published: (2025)
by: Li, Yunshui, et al.
Published: (2025)
MolecularGPT: Open Large Language Model (LLM) for Few-Shot Molecular Property Prediction
by: Liu, Yuyan, et al.
Published: (2024)
by: Liu, Yuyan, et al.
Published: (2024)
Meta-Task Prompting Elicits Embeddings from Large Language Models
by: Lei, Yibin, et al.
Published: (2024)
by: Lei, Yibin, et al.
Published: (2024)
Activation-Guided Consensus Merging for Large Language Models
by: Yao, Yuxuan, et al.
Published: (2025)
by: Yao, Yuxuan, et al.
Published: (2025)
Multi-Stage Evolutionary Model Merging with Meta Data Driven Curriculum Learning for Sentiment-Specialized Large Language Modeling
by: Inoshita, Keito, et al.
Published: (2026)
by: Inoshita, Keito, et al.
Published: (2026)
MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework
by: Hong, Sirui, et al.
Published: (2023)
by: Hong, Sirui, et al.
Published: (2023)
On Representational Dissociation of Language and Arithmetic in Large Language Models
by: Kisako, Riku, et al.
Published: (2025)
by: Kisako, Riku, et al.
Published: (2025)
Sens-Merging: Sensitivity-Guided Parameter Balancing for Merging Large Language Models
by: Liu, Shuqi, et al.
Published: (2025)
by: Liu, Shuqi, et al.
Published: (2025)
AICoderEval: Improving AI Domain Code Generation of Large Language Models
by: Xia, Yinghui, et al.
Published: (2024)
by: Xia, Yinghui, et al.
Published: (2024)
AceGPT, Localizing Large Language Models in Arabic
by: Huang, Huang, et al.
Published: (2023)
by: Huang, Huang, et al.
Published: (2023)
Language Models Do Hard Arithmetic Tasks Easily and Hardly Do Easy Arithmetic Tasks
by: Gambardella, Andrew, et al.
Published: (2024)
by: Gambardella, Andrew, et al.
Published: (2024)
Interpreting and Improving Large Language Models in Arithmetic Calculation
by: Zhang, Wei, et al.
Published: (2024)
by: Zhang, Wei, et al.
Published: (2024)
Baichuan-M1: Pushing the Medical Capability of Large Language Models
by: Wang, Bingning, et al.
Published: (2025)
by: Wang, Bingning, et al.
Published: (2025)
MetaRuleGPT: Recursive Numerical Reasoning of Language Models Trained with Simple Rules
by: Chen, Kejie, et al.
Published: (2024)
by: Chen, Kejie, et al.
Published: (2024)
Base of RoPE Bounds Context Length
by: Men, Xin, et al.
Published: (2024)
by: Men, Xin, et al.
Published: (2024)
Mix Data or Merge Models? Balancing the Helpfulness, Honesty, and Harmlessness of Large Language Model via Model Merging
by: Yang, Jinluan, et al.
Published: (2025)
by: Yang, Jinluan, et al.
Published: (2025)
PclGPT: A Large Language Model for Patronizing and Condescending Language Detection
by: Wang, Hongbo, et al.
Published: (2024)
by: Wang, Hongbo, et al.
Published: (2024)
MTA: A Merge-then-Adapt Framework for Personalized Large Language Model
by: Li, Xiaopeng, et al.
Published: (2025)
by: Li, Xiaopeng, et al.
Published: (2025)
Unraveling Arithmetic in Large Language Models: The Role of Algebraic Structures
by: Chang, Fu-Chieh, et al.
Published: (2024)
by: Chang, Fu-Chieh, et al.
Published: (2024)
Enhancing Systematic Reviews with Large Language Models: Using GPT-4 and Kimi
by: Kaptur, Dandan Chen, et al.
Published: (2025)
by: Kaptur, Dandan Chen, et al.
Published: (2025)
GPT-Fathom: Benchmarking Large Language Models to Decipher the Evolutionary Path towards GPT-4 and Beyond
by: Zheng, Shen, et al.
Published: (2023)
by: Zheng, Shen, et al.
Published: (2023)
Personality Vector: Modulating Personality of Large Language Models by Model Merging
by: Sun, Seungjong, et al.
Published: (2025)
by: Sun, Seungjong, et al.
Published: (2025)
OceanGPT: A Large Language Model for Ocean Science Tasks
by: Bi, Zhen, et al.
Published: (2023)
by: Bi, Zhen, et al.
Published: (2023)
Activation-Informed Merging of Large Language Models
by: Nobari, Amin Heyrani, et al.
Published: (2025)
by: Nobari, Amin Heyrani, et al.
Published: (2025)
Dr.Academy: A Benchmark for Evaluating Questioning Capability in Education for Large Language Models
by: Chen, Yuyan, et al.
Published: (2024)
by: Chen, Yuyan, et al.
Published: (2024)
SDoH-GPT: Using Large Language Models to Extract Social Determinants of Health (SDoH)
by: Consoli, Bernardo, et al.
Published: (2024)
by: Consoli, Bernardo, et al.
Published: (2024)
Bias Vector: Mitigating Biases in Language Models with Task Arithmetic Approach
by: Shirafuji, Daiki, et al.
Published: (2024)
by: Shirafuji, Daiki, et al.
Published: (2024)
Similar Items
-
KV Shifting Attention Enhances Language Modeling
by: Xu, Mingyu, et al.
Published: (2024) -
Extracting and Combining Abilities For Building Multi-lingual Ability-enhanced Large Language Models
by: Chen, Zhipeng, et al.
Published: (2024) -
ShortGPT: Layers in Large Language Models are More Redundant Than You Expect
by: Men, Xin, et al.
Published: (2024) -
Full-ECE: A Metric For Token-level Calibration on Large Language Models
by: Liu, Han, et al.
Published: (2024) -
Unveiling the Flaws: Exploring Imperfections in Synthetic Data and Mitigation Strategies for Large Language Models
by: Chen, Jie, et al.
Published: (2024)