OptimAI-Lab
Repositories list
15 repositories
optimai-lab.github.io
Publiclarge_lr_sgd
PublicRevisiting the Adam-SGD Gap in LLM Pre-Training: The Role of Large Effective Learning Rates- Scalable Parameter and Memory Efficient Pretraining for LLM: Recent Algorithmic Advances and Benchmarking
ema-nesterov-module
Publicema-nesterov
Public- [ICML 2026] Memory-Efficient LLM Pretraining via Minimalist Optimizer Design
Leak-k
PublicBLURLLMUnlearning
PublicLLM-OPT
PublicStitchCUDA
PublicRT2I-Bench
Public[TMLR] RT2I-Bench: Evaluating Robustness of Text-to-Image Systems Against Adversarial AttacksCudaForge
PublicIRO
PublicRoSTE
Public[ICML 2025] Official code for the paper "RoSTE: An Efficient Quantization-Aware Supervised Fine-Tuning Approach for Large Language Models"LLM_Alignment_Survey
Public
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