Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark
- Yihua Zhang
- Pingzhi Li
- et al.
- 2024
- ICML 2024
Publications
683 results for Foundation Models
A Multi-View Mixture-of-Experts based on Language and Graphs for Molecular Properties Prediction
- Victor Shirasuna
- Eduardo Almeida Soares
- et al.
- 2024
- ICML 2024
CharED: Character-wise Ensemble Decoding for Large Language Models
- Kevin Gu
- Eva Tuecke
- et al.
- 2024
- ICML 2024
Split, Unlearn, Merge: Leveraging Data Attributes for More Effective Unlearning in LLMs
- Swanand Ravindra Kadhe
- Farhan Ahmed
- et al.
- 2024
- ICML 2024
Generation constraint scaling can mitigate hallucination
- Georgios Kollias
- Payel Das
- et al.
- 2024
- ICML 2024
Needle in the Haystack for Memory Based Large Language Models
- Payel Das
- Soham Dan
- et al.
- 2024
- ICML 2024
Humans Linguistically Align to their Conversational Partners, and Language Models Should Too
- 2024
- ICML 2024
Scaling Granite Code Models to 128K Context
- Matthew Stallone
- Vaibhav Saxena
- et al.
- 2024
- arXiv
Quantifying Representation Reliability in Self-Supervised Learning Models
- Young Jin Park
- Hao Wang
- et al.
- 2024
- UAI 2024
Exploring Vulnerabilities in LLMs: A Red Teaming Approach to Evaluate Social Bias
- Yuya Jeremy Ong
- Jay Pankaj Gala
- et al.
- 2024
- IEEE CISOSE 2024