Tailored-LLaMA: Optimizing Few-Shot Learning in Pruned LLaMA Models with Task-Specific Prompts
Fuente:
arXiv
Saved in:
| Main Authors: | Aftab, Danyal, Davy, Steven |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
BanglaLlama: LLaMA for Bangla Language
by: Zehady, Abdullah Khan, et al.
Published: (2024)
by: Zehady, Abdullah Khan, et al.
Published: (2024)
LLaMAs Have Feelings Too: Unveiling Sentiment and Emotion Representations in LLaMA Models Through Probing
by: Di Palma, Dario, et al.
Published: (2025)
by: Di Palma, Dario, et al.
Published: (2025)
LLaMA Pro: Progressive LLaMA with Block Expansion
by: Wu, Chengyue, et al.
Published: (2024)
by: Wu, Chengyue, et al.
Published: (2024)
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)
How Vocabulary Sharing Facilitates Multilingualism in LLaMA?
by: Yuan, Fei, et al.
Published: (2023)
by: Yuan, Fei, et al.
Published: (2023)
Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning
by: Xia, Mengzhou, et al.
Published: (2023)
by: Xia, Mengzhou, et al.
Published: (2023)
Multimodal Medical Disease Classification with LLaMA II
by: Gapp, Christian, et al.
Published: (2024)
by: Gapp, Christian, et al.
Published: (2024)
Me LLaMA: Foundation Large Language Models for Medical Applications
by: Xie, Qianqian, et al.
Published: (2024)
by: Xie, Qianqian, et al.
Published: (2024)
CUBETESTERAI: Automated JUnit Test Generation using the LLaMA Model
by: Gorla, Daniele, et al.
Published: (2025)
by: Gorla, Daniele, et al.
Published: (2025)
ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training
by: Dialameh, Maryam, et al.
Published: (2025)
by: Dialameh, Maryam, et al.
Published: (2025)
LLaMA-NAS: Efficient Neural Architecture Search for Large Language Models
by: Sarah, Anthony, et al.
Published: (2024)
by: Sarah, Anthony, et al.
Published: (2024)
Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning
by: Cheng, Zebang, et al.
Published: (2024)
by: Cheng, Zebang, et al.
Published: (2024)
Evaluating LLaMA 3.2 for Software Vulnerability Detection
by: Gonçalves, José, et al.
Published: (2025)
by: Gonçalves, José, et al.
Published: (2025)
LLaMA Beyond English: An Empirical Study on Language Capability Transfer
by: Zhao, Jun, et al.
Published: (2024)
by: Zhao, Jun, et al.
Published: (2024)
LLaMA-Reg: Using LLaMA 2 for Unsupervised Medical Image Registration
by: Ma, Mingrui, et al.
Published: (2024)
by: Ma, Mingrui, et al.
Published: (2024)
Empowering Smaller Models: Tuning LLaMA and Gemma with Chain-of-Thought for Ukrainian Exam Tasks
by: Syromiatnikov, Mykyta, et al.
Published: (2025)
by: Syromiatnikov, Mykyta, et al.
Published: (2025)
LLaMA-Omni: Seamless Speech Interaction with Large Language Models
by: Fang, Qingkai, et al.
Published: (2024)
by: Fang, Qingkai, et al.
Published: (2024)
LLaSE-G1: Incentivizing Generalization Capability for LLaMA-based Speech Enhancement
by: Kang, Boyi, et al.
Published: (2025)
by: Kang, Boyi, et al.
Published: (2025)
The Uniqueness of LLaMA3-70B Series with Per-Channel Quantization
by: Qin, Minghai
Published: (2024)
by: Qin, Minghai
Published: (2024)
ChatGPT vs Gemini vs LLaMA on Multilingual Sentiment Analysis
by: Buscemi, Alessio, et al.
Published: (2024)
by: Buscemi, Alessio, et al.
Published: (2024)
VisionLLaMA: A Unified LLaMA Backbone for Vision Tasks
by: Chu, Xiangxiang, et al.
Published: (2024)
by: Chu, Xiangxiang, et al.
Published: (2024)
LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning
by: Zhang, Di, et al.
Published: (2024)
by: Zhang, Di, et al.
Published: (2024)
Dia-LLaMA: Towards Large Language Model-driven CT Report Generation
by: Chen, Zhixuan, et al.
Published: (2024)
by: Chen, Zhixuan, et al.
Published: (2024)
LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-training
by: Zhu, Tong, et al.
Published: (2024)
by: Zhu, Tong, et al.
Published: (2024)
LLaMA-Excitor: General Instruction Tuning via Indirect Feature Interaction
by: Zou, Bo, et al.
Published: (2024)
by: Zou, Bo, et al.
Published: (2024)
The impact of fine tuning in LLaMA on hallucinations for named entity extraction in legal documentation
by: Vargas, Francisco, et al.
Published: (2025)
by: Vargas, Francisco, et al.
Published: (2025)
LLaMA-E: Empowering E-commerce Authoring with Object-Interleaved Instruction Following
by: Shi, Kaize, et al.
Published: (2023)
by: Shi, Kaize, et al.
Published: (2023)
Does Tone Change the Answer? Evaluating Prompt Politeness Effects on Modern LLMs: GPT, Gemini, and LLaMA
by: Cai, Hanyu, et al.
Published: (2025)
by: Cai, Hanyu, et al.
Published: (2025)
LLM Benchmarking with LLaMA2: Evaluating Code Development Performance Across Multiple Programming Languages
by: Diehl, Patrick, et al.
Published: (2025)
by: Diehl, Patrick, et al.
Published: (2025)
LLaMA-Adapter: Efficient Fine-tuning of Language Models with Zero-init Attention
by: Zhang, Renrui, et al.
Published: (2023)
by: Zhang, Renrui, et al.
Published: (2023)
Metamorphic Testing for Fairness Evaluation in Large Language Models: Identifying Intersectional Bias in LLaMA and GPT
by: Reddy, Harishwar, et al.
Published: (2025)
by: Reddy, Harishwar, et al.
Published: (2025)
LogLLaMA: Transformer-based log anomaly detection with LLaMA
by: Yang, Zhuoyi, et al.
Published: (2025)
by: Yang, Zhuoyi, et al.
Published: (2025)
LLaMA-Mesh: Unifying 3D Mesh Generation with Language Models
by: Wang, Zhengyi, et al.
Published: (2024)
by: Wang, Zhengyi, et al.
Published: (2024)
Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection
by: Yu, Lei, et al.
Published: (2025)
by: Yu, Lei, et al.
Published: (2025)
EDVD-LLaMA: Explainable Deepfake Video Detection via Multimodal Large Language Model Reasoning
by: Sun, Haoran, et al.
Published: (2025)
by: Sun, Haoran, et al.
Published: (2025)
Zero-Shot End-to-End Relation Extraction in Chinese: A Comparative Study of Gemini, LLaMA and ChatGPT
by: Du, Shaoshuai, et al.
Published: (2025)
by: Du, Shaoshuai, et al.
Published: (2025)
Fine-tuning LLaMA 2 interference: a comparative study of language implementations for optimal efficiency
by: Hossain, Sazzad, et al.
Published: (2025)
by: Hossain, Sazzad, et al.
Published: (2025)
MusiScene: Leveraging MU-LLaMA for Scene Imagination and Enhanced Video Background Music Generation
by: Izzati, Fathinah, et al.
Published: (2025)
by: Izzati, Fathinah, et al.
Published: (2025)
Adapting LLaMA Decoder to Vision Transformer
by: Wang, Jiahao, et al.
Published: (2024)
by: Wang, Jiahao, et al.
Published: (2024)
LLaMA-MoE v2: Exploring Sparsity of LLaMA from Perspective of Mixture-of-Experts with Post-Training
by: Qu, Xiaoye, et al.
Published: (2024)
by: Qu, Xiaoye, et al.
Published: (2024)
Similar Items
-
BanglaLlama: LLaMA for Bangla Language
by: Zehady, Abdullah Khan, et al.
Published: (2024) -
LLaMAs Have Feelings Too: Unveiling Sentiment and Emotion Representations in LLaMA Models Through Probing
by: Di Palma, Dario, et al.
Published: (2025) -
LLaMA Pro: Progressive LLaMA with Block Expansion
by: Wu, Chengyue, et al.
Published: (2024) -
LLaMA-XR: A Novel Framework for Radiology Report Generation using LLaMA and QLoRA Fine Tuning
by: Jahangir, Md. Zihad Bin, et al.
Published: (2025) -
How Vocabulary Sharing Facilitates Multilingualism in LLaMA?
by: Yuan, Fei, et al.
Published: (2023)