Output Composability of QLoRA PEFT Modules for Plug-and-Play Attribute-Controlled Text Generation
Fuente:
arXiv
Saved in:
| Main Authors: | Lorandi, Michela, Belz, Anya |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A Comparative Study of Controlled Text Generation Systems Using Level-Playing-Field Evaluation Principles
by: Lorandi, Michela, et al.
Published: (2026)
by: Lorandi, Michela, et al.
Published: (2026)
Reproducing the Metric-Based Evaluation of a Set of Controllable Text Generation Techniques
by: Lorandi, Michela, et al.
Published: (2024)
by: Lorandi, Michela, et al.
Published: (2024)
High-quality Data-to-Text Generation for Severely Under-Resourced Languages with Out-of-the-box Large Language Models
by: Lorandi, Michela, et al.
Published: (2024)
by: Lorandi, Michela, et al.
Published: (2024)
Can Post-Training Quantization Benefit from an Additional QLoRA Integration?
by: Zhu, Xiliang, et al.
Published: (2025)
by: Zhu, Xiliang, et al.
Published: (2025)
From Baselines to Preferences: A Comparative Study of LoRA/QLoRA and Preference Optimization for Mental Health Text Classification
by: Arcan, Mihael
Published: (2026)
by: Arcan, Mihael
Published: (2026)
Bailong: Bilingual Transfer Learning based on QLoRA and Zip-tie Embedding
by: Chen, Lung-Chuan, et al.
Published: (2024)
by: Chen, Lung-Chuan, et al.
Published: (2024)
Internalizing Tool Knowledge in Small Language Models via QLoRA Fine-Tuning
by: Shemla, Yuval, et al.
Published: (2026)
by: Shemla, Yuval, et al.
Published: (2026)
Speaker attribution in German parliamentary debates with QLoRA-adapted large language models
by: Bornheim, Tobias, et al.
Published: (2023)
by: Bornheim, Tobias, et al.
Published: (2023)
Fine-Tuning Large Language Models with QLoRA for Offensive Language Detection in Roman Urdu-English Code-Mixed Text
by: Hussain, Nisar, et al.
Published: (2025)
by: Hussain, Nisar, et al.
Published: (2025)
Harnessing Earnings Reports for Stock Predictions: A QLoRA-Enhanced LLM Approach
by: Ni, Haowei, et al.
Published: (2024)
by: Ni, Haowei, et al.
Published: (2024)
Lightweight Clinical Decision Support System using QLoRA-Fine-Tuned LLMs and Retrieval-Augmented Generation
by: Ansari, Mohammad Shoaib, et al.
Published: (2025)
by: Ansari, Mohammad Shoaib, et al.
Published: (2025)
QU-NLP at QIAS 2026: Multi-Stage QLoRA Fine-Tuning for Arabic Islamic Inheritance Reasoning
by: AL-Smadi, Mohammad
Published: (2026)
by: AL-Smadi, Mohammad
Published: (2026)
Exploring Fact Memorization and Style Imitation in LLMs Using QLoRA: An Experimental Study and Quality Assessment Methods
by: Vyborov, Eugene, et al.
Published: (2024)
by: Vyborov, Eugene, et al.
Published: (2024)
Enhancing Study-Level Inference from Clinical Trial Papers via Reinforcement Learning-Based Numeric Reasoning
by: Pronesti, Massimiliano, et al.
Published: (2025)
by: Pronesti, Massimiliano, et al.
Published: (2025)
CARE: A QLoRA-Fine Tuned Multi-Domain Chatbot With Fast Learning On Minimal Hardware
by: Dutta, Ankit, et al.
Published: (2025)
by: Dutta, Ankit, et al.
Published: (2025)
Adapting Large Language Models to a Low-Resource Agglutinative Language: A Comparative Study of LoRA and QLoRA for Bashkir
by: Arabov, Mullosharaf K., et al.
Published: (2026)
by: Arabov, Mullosharaf K., et al.
Published: (2026)
Budgeted LoRA: Distillation as Structured Compute Allocation for Efficient Inference
by: Sabry, Mohammed, et al.
Published: (2026)
by: Sabry, Mohammed, et al.
Published: (2026)
QRA++: Quantified Reproducibility Assessment for Common Types of Results in Natural Language Processing
by: Belz, Anya
Published: (2025)
by: Belz, Anya
Published: (2025)
Overcoming linguistic barriers in code assistants: creating a QLoRA adapter to improve support for Russian-language code writing instructions
by: Pronin, C. B., et al.
Published: (2024)
by: Pronin, C. B., et al.
Published: (2024)
HEDS 3.0: The Human Evaluation Data Sheet Version 3.0
by: Belz, Anya, et al.
Published: (2024)
by: Belz, Anya, et al.
Published: (2024)
Assessing the Portability of Parameter Matrices Trained by Parameter-Efficient Finetuning Methods
by: Sabry, Mohammed, et al.
Published: (2024)
by: Sabry, Mohammed, et al.
Published: (2024)
Induction Signatures Are Not Enough: A Matched-Compute Study of Load-Bearing Structure in In-Context Learning
by: Sabry, Mohammed, et al.
Published: (2025)
by: Sabry, Mohammed, et al.
Published: (2025)
QU-NLP at ArchEHR-QA 2026: Two-Stage QLoRA Fine-Tuning of Qwen3-4B for Patient-Oriented Clinical Question Answering and Evidence Sentence Alignment
by: AL-Smadi, Mohammad
Published: (2026)
by: AL-Smadi, Mohammad
Published: (2026)
Harnessing the Plug-and-Play Controller by Prompting
by: Wang, Hao, et al.
Published: (2024)
by: Wang, Hao, et al.
Published: (2024)
Plug and Play with Prompts: A Prompt Tuning Approach for Controlling Text Generation
by: Ajwani, Rohan Deepak, et al.
Published: (2024)
by: Ajwani, Rohan Deepak, et al.
Published: (2024)
News is More than a Collection of Facts: Moral Frame Preserving News Summarization
by: Liscio, Enrico, et al.
Published: (2025)
by: Liscio, Enrico, et al.
Published: (2025)
Exploring parameter-efficient fine-tuning (PEFT) of billion-parameter vision models with QLoRA and DoRA: insights into generalization for limited-data image classification under a 98:1 test-to-train regime
by: Yang, Haiyu, et al.
Published: (2026)
by: Yang, Haiyu, et al.
Published: (2026)
Beyond Outcome Verification: Verifiable Process Reward Models for Structured Reasoning
by: Pronesti, Massimiliano, et al.
Published: (2026)
by: Pronesti, Massimiliano, et al.
Published: (2026)
Mask the Target: A Plug-and-Play Regularizer Against LoRA Forgetting
by: Xu, Runze, et al.
Published: (2026)
by: Xu, Runze, et al.
Published: (2026)
Viz: A QLoRA-based Copyright Marketplace for Legally Compliant Generative AI
by: Sarkar, Dipankar
Published: (2023)
by: Sarkar, Dipankar
Published: (2023)
Universal Reasoner: A Single, Composable Plug-and-Play Reasoner for Frozen LLMs
by: Kim, Jaemin, et al.
Published: (2025)
by: Kim, Jaemin, et al.
Published: (2025)
Variator: Accelerating Pre-trained Models with Plug-and-Play Compression Modules
by: Xiao, Chaojun, et al.
Published: (2023)
by: Xiao, Chaojun, et al.
Published: (2023)
Parameter-Efficient Fine-Tuning for HAR: Integrating LoRA and QLoRA into Transformer Models
by: Seregina, Irina, et al.
Published: (2025)
by: Seregina, Irina, et al.
Published: (2025)
LLaMA-XR: A Novel Framework for Radiology Report Generation using LLaMA and QLoRA Fine Tuning
by: Jahangir, Md. Zihad Bin, et al.
Published: (2025)
by: Jahangir, Md. Zihad Bin, et al.
Published: (2025)
The QCET Taxonomy of Standard Quality Criterion Names and Definitions for the Evaluation of NLP Systems
by: Belz, Anya, et al.
Published: (2025)
by: Belz, Anya, et al.
Published: (2025)
X-ALMA: Plug & Play Modules and Adaptive Rejection for Quality Translation at Scale
by: Xu, Haoran, et al.
Published: (2024)
by: Xu, Haoran, et al.
Published: (2024)
Self-Checker: Plug-and-Play Modules for Fact-Checking with Large Language Models
by: Li, Miaoran, et al.
Published: (2023)
by: Li, Miaoran, et al.
Published: (2023)
Efficient Telecom Specific LLM: TSLAM-Mini with QLoRA and Digital Twin Data
by: Ethiraj, Vignesh, et al.
Published: (2025)
by: Ethiraj, Vignesh, et al.
Published: (2025)
Profiling LoRA/QLoRA Fine-Tuning Efficiency on Consumer GPUs: An RTX 4060 Case Study
by: Avinash, MSR
Published: (2025)
by: Avinash, MSR
Published: (2025)
Plug-and-Play Training Framework for Preference Optimization
by: Ma, Jingyuan, et al.
Published: (2024)
by: Ma, Jingyuan, et al.
Published: (2024)
Similar Items
-
A Comparative Study of Controlled Text Generation Systems Using Level-Playing-Field Evaluation Principles
by: Lorandi, Michela, et al.
Published: (2026) -
Reproducing the Metric-Based Evaluation of a Set of Controllable Text Generation Techniques
by: Lorandi, Michela, et al.
Published: (2024) -
High-quality Data-to-Text Generation for Severely Under-Resourced Languages with Out-of-the-box Large Language Models
by: Lorandi, Michela, et al.
Published: (2024) -
Can Post-Training Quantization Benefit from an Additional QLoRA Integration?
by: Zhu, Xiliang, et al.
Published: (2025) -
From Baselines to Preferences: A Comparative Study of LoRA/QLoRA and Preference Optimization for Mental Health Text Classification
by: Arcan, Mihael
Published: (2026)