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Xiang Li
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11711 Advanced NLP: Parallelism and Scaling
11711 Advanced NLP: Parallelism and Scaling
11711 Advanced NLP: Quantization
11711 Advanced NLP: Quantization
11868 LLM Sys: Systems for Mixture-of-Experts Models
11868 LLM Sys: Systems for Mixture-of-Experts Models
15645 Database systems: Query Optimization
15645 Database systems: Query Optimization
15645 Database systems: Query Execution
15645 Database systems: Query Execution
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Hash Tables Inference ZeRO 记忆系统 Hash Table CNN Sort-Merge Join SIMD Cardinality Estimation Assignment 模型并行 DDP Transformer Code Agent 共识算法 Computer Networks OpenAI Codex Bloom Filter LLM Systems LLM系统 DeepSpeed-MoE Learning B+Tree Makefile Basics KV存储 Database 15645 CMU Auto Differentiation Join Systems Computer Networks - Campus Network - Routing NLP CMU 11-785 GPU Programming 推测性解码 Hyperparameters Multimodal 数据并行 ML Systems
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