AutoLoRA: Automatically Tuning Matrix Ranks in Low-Rank Adaptation Based on Meta Learning
Paper ā¢ 2403.09113 ā¢ Published
MLE-Dojo
classroom
AI & ML interests
Machine Learning Engineering
JerrycoolĀ
authored 5
papers 7 months ago
BiLoRA: A Bi-level Optimization Framework for Overfitting-Resilient Low-Rank Adaptation of Large Pre-trained Models
Paper ā¢ 2403.13037 ā¢ Published
Matryoshka: Learning to Drive Black-Box LLMs with LLMs
Paper ā¢ 2410.20749 ā¢ Published ā¢ 1
Language Model Uncertainty Quantification with Attention Chain
Paper ā¢ 2503.19168 ā¢ Published
MLE-Smith: Scaling MLE Tasks with Automated Multi-Agent Pipeline
Paper ā¢ 2510.07307 ā¢ Published ā¢ 6
yczhuangĀ
authored a
paper 12 months ago
JerrycoolĀ
authored a
paper 12 months ago
JerrycoolĀ
updated 2
Spaces 12 months ago
JerrycoolĀ
published a
Space 12 months ago
JerrycoolĀ
published a
Space about 1 year ago
yczhuangĀ
authored 4
papers over 2 years ago
ToolChain*: Efficient Action Space Navigation in Large Language Models with A* Search
Paper ā¢ 2310.13227 ā¢ Published ā¢ 15
Large Language Model as Attributed Training Data Generator: A Tale of Diversity and Bias
Paper ā¢ 2306.15895 ā¢ Published
ToolQA: A Dataset for LLM Question Answering with External Tools
Paper ā¢ 2306.13304 ā¢ Published
AdaPlanner: Adaptive Planning from Feedback with Language Models
Paper ā¢ 2305.16653 ā¢ Published