Arcee's MergeKit: A Toolkit for Merging Large Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | Goddard, Charles, Siriwardhana, Shamane, Ehghaghi, Malikeh, Meyers, Luke, Karpukhin, Vlad, Benedict, Brian, McQuade, Mark, Solawetz, Jacob |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Merging in a Bottle: Differentiable Adaptive Merging (DAM) and the Path from Averaging to Automation
by: Gauthier-Caron, Thomas, et al.
Published: (2024)
by: Gauthier-Caron, Thomas, et al.
Published: (2024)
Domain Adaptation of Llama3-70B-Instruct through Continual Pre-Training and Model Merging: A Comprehensive Evaluation
by: Siriwardhana, Shamane, et al.
Published: (2024)
by: Siriwardhana, Shamane, et al.
Published: (2024)
Arcee Trinity Large Technical Report
by: Singh, Varun, et al.
Published: (2026)
by: Singh, Varun, et al.
Published: (2026)
Menopause transitions and the workplace theorizing transitions, responsibilities and interventions Edited by VanessaBeck and JoBrewis. Bristol University Press, Jan 10, 2024, 186 pp., ISBN: 978–1529215700, Price GBP 79.99, h/b
by: Laura McQuade
Published: (2024)
by: Laura McQuade
Published: (2024)
Novel regulators of nucleic acid sensing drive neurotoxic interferon response in microglia
by: Amanda McQuade
Published: (2025)
by: Amanda McQuade
Published: (2025)
Factors affecting secondary teacher wellbeing in England: Self‐perceptions, policy and politics
by: Laura McQuade
Published: (2024)
by: Laura McQuade
Published: (2024)
Zero-Shot Multi-Lingual Speaker Verification in Clinical Trials
by: Akram, Ali, et al.
Published: (2024)
by: Akram, Ali, et al.
Published: (2024)
Jointly Fine-Tuning "BERT-like" Self Supervised Models to Improve Multimodal Speech Emotion Recognition
by: Siriwardhana, Shamane, et al.
Published: (2020)
by: Siriwardhana, Shamane, et al.
Published: (2020)
Fine-tune the Entire RAG Architecture (including DPR retriever) for Question-Answering
by: Siriwardhana, Shamane, et al.
Published: (2021)
by: Siriwardhana, Shamane, et al.
Published: (2021)
RAG-KG-IL: A Multi-Agent Hybrid Framework for Reducing Hallucinations and Enhancing LLM Reasoning through RAG and Incremental Knowledge Graph Learning Integration
by: Yu, Hong Qing, et al.
Published: (2025)
by: Yu, Hong Qing, et al.
Published: (2025)
TokSuite: Measuring the Impact of Tokenizer Choice on Language Model Behavior
by: Altıntaş, Gül Sena, et al.
Published: (2025)
by: Altıntaş, Gül Sena, et al.
Published: (2025)
Dispelling the magic of artificial intelligence in medical education
by: Casey N. McQuade, et al.
Published: (2024)
by: Casey N. McQuade, et al.
Published: (2024)
Transport and Merge: Cross-Architecture Merging for Large Language Models
by: Cui, Chenhang, et al.
Published: (2026)
by: Cui, Chenhang, et al.
Published: (2026)
Merge-Bench: Resolve Merge Conflicts with Large Language Models
by: Schesch, Benedikt, et al.
Published: (2026)
by: Schesch, Benedikt, et al.
Published: (2026)
Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering
by: Siriwardhana, Shamane, et al.
Published: (2022)
by: Siriwardhana, Shamane, et al.
Published: (2022)
Arcee: An OCM-Solver
by: Boehmer, Kimon, et al.
Published: (2024)
by: Boehmer, Kimon, et al.
Published: (2024)
Merge to Learn: Efficiently Adding Skills to Language Models with Model Merging
by: Morrison, Jacob, et al.
Published: (2024)
by: Morrison, Jacob, 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)
Merge Hijacking: Backdoor Attacks to Model Merging of Large Language Models
by: Yuan, Zenghui, et al.
Published: (2025)
by: Yuan, Zenghui, et al.
Published: (2025)
Relation Extraction Across Entire Books to Reconstruct Community Networks: The AffilKG Datasets
by: Cai, Erica, et al.
Published: (2025)
by: Cai, Erica, 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)
K-Merge: Online Continual Merging of Adapters for On-device Large Language Models
by: Shenaj, Donald, et al.
Published: (2025)
by: Shenaj, Donald, et al.
Published: (2025)
Shattering the Shield: Embracing Complexity in Undergraduate Medical Education
by: Cara Bezzina, et al.
Published: (2025)
by: Cara Bezzina, et al.
Published: (2025)
The Development of Professional Standards in Forensic Anthropology
by: Eric J. Bartelink, et al.
Published: (2025)
by: Eric J. Bartelink, et al.
Published: (2025)
LoRE-Merging: Exploring Low-Rank Estimation For Large Language Model Merging
by: Liu, Zehua, et al.
Published: (2025)
by: Liu, Zehua, et al.
Published: (2025)
AgentsCoMerge: Large Language Model Empowered Collaborative Decision Making for Ramp Merging
by: Hu, Senkang, et al.
Published: (2024)
by: Hu, Senkang, et al.
Published: (2024)
MIN-Merging: Merge the Important Neurons for Model Merging
by: Liang, Yunfei
Published: (2025)
by: Liang, Yunfei
Published: (2025)
Target trial emulation without matching: a more efficient approach for evaluating vaccine effectiveness using observational data
by: Wu, Emily, et al.
Published: (2025)
by: Wu, Emily, et al.
Published: (2025)
Activation-Informed Merging of Large Language Models
by: Nobari, Amin Heyrani, et al.
Published: (2025)
by: Nobari, Amin Heyrani, et al.
Published: (2025)
EvoMerge: Neuroevolution for Large Language Models
by: Jiang, Yushu
Published: (2024)
by: Jiang, Yushu
Published: (2024)
FW-Merging: Scaling Model Merging with Frank-Wolfe Optimization
by: Chen, Hao Mark, et al.
Published: (2025)
by: Chen, Hao Mark, et al.
Published: (2025)
ASD-RSD; To Merge or Not to Merge
by: Sinclair, Dorothy
Published: (1971)
by: Sinclair, Dorothy
Published: (1971)
Survival Disparities among Alzheimer’s Patients in Hawaii: Exploring Racial/Ethnic Disparities and Machine Learning for Survival Prediction in the Hawaii Medicare Population
by: Chathura Siriwardhana
Published: (2024)
by: Chathura Siriwardhana
Published: (2024)
AlignMerge - Alignment-Preserving Large Language Model Merging via Fisher-Guided Geometric Constraints
by: Roy, Aniruddha, et al.
Published: (2025)
by: Roy, Aniruddha, et al.
Published: (2025)
MergePrint: Merge-Resistant Fingerprints for Robust Black-box Ownership Verification of Large Language Models
by: Yamabe, Shojiro, et al.
Published: (2024)
by: Yamabe, Shojiro, et al.
Published: (2024)
AdaMergeX: Cross-Lingual Transfer with Large Language Models via Adaptive Adapter Merging
by: Zhao, Yiran, et al.
Published: (2024)
by: Zhao, Yiran, et al.
Published: (2024)
To Merge and Not to Merge: Israel's Union List of Monographs in the Context of Merging Algorithms.
by: Lazinger, Susan S.
Published: (1994)
by: Lazinger, Susan S.
Published: (1994)
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)
Pharmacy residency leave time: One size does not fit all
by: Vinh K. Thai, et al.
Published: (2025)
by: Vinh K. Thai, et al.
Published: (2025)
Model Merging Scaling Laws in Large Language Models
by: Wang, Yuanyi, et al.
Published: (2025)
by: Wang, Yuanyi, et al.
Published: (2025)
Similar Items
-
Merging in a Bottle: Differentiable Adaptive Merging (DAM) and the Path from Averaging to Automation
by: Gauthier-Caron, Thomas, et al.
Published: (2024) -
Domain Adaptation of Llama3-70B-Instruct through Continual Pre-Training and Model Merging: A Comprehensive Evaluation
by: Siriwardhana, Shamane, et al.
Published: (2024) -
Arcee Trinity Large Technical Report
by: Singh, Varun, et al.
Published: (2026) -
Menopause transitions and the workplace theorizing transitions, responsibilities and interventions Edited by VanessaBeck and JoBrewis. Bristol University Press, Jan 10, 2024, 186 pp., ISBN: 978–1529215700, Price GBP 79.99, h/b
by: Laura McQuade
Published: (2024) -
Novel regulators of nucleic acid sensing drive neurotoxic interferon response in microglia
by: Amanda McQuade
Published: (2025)