Griggs, Tyler
- Reasoning Models Can Be Effective Without Thinking
2025/04/14 by Wenjie Ma, Jingxuan He, Ma, Wenjie +9 · 1 voice · 39 citations
Computer Science · Decision Sciences · #Complex Systems and Decision Making #Logic, Reasoning, and Knowledge #cs.AI #cs.CL
- LLMs Can Easily Learn to Reason from Demonstrations Structure, not content, is what matters!
2025/02/11 by Dacheng Li, Shiyi Cao, Li, Dacheng +21 · 2 voices · 31 citations
Social Sciences · Economics, Econometrics and Finance · #cs.AI
- MoE-Lightning: High-Throughput MoE Inference on Memory-constrained GPUs
2024/11/18 by Shiyi Cao, Cao, Shiyi, Shu Liu +15 · 17 citations
Computer Science · #Artificial Intelligence (cs.AI) #Cloud Computing and Resource Management #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
- Mélange: Cost Efficient Large Language Model Serving by Exploiting GPU Heterogeneity
2024/04/22 by Griggs, Tyler, Liu, Xiaoxuan, Yu, Jiaxiang +4 · 3 citations
#Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- SkyRL-Agent: Efficient RL Training for Multi-turn LLM Agent
2025/11/20 by Cao, Shiyi, Li, Dacheng, Zhao, Fangzhou +12 · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences