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Reading Notes: “Efficient Memory Management for Large Language Model Serving with PagedAttention”

Reading Notes: “Efficient Memory Management for Large Language Model Serving with PagedAttention”

Reading Notes: “Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer”

Reading Notes: “Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer”

Reading Notes: “Training Compute-Optimal Large Language Models”

Reading Notes: “Training Compute-Optimal Large Language Models”

Reading Notes: “GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints”

Reading Notes: “GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints”

Reading Notes: GPT Series

Reading Notes: GPT Series

Reading Notes: “Alpa: Automating Inter- and Intra-Operator Parallelism for Distributed Deep Learning”

Reading Notes: “Alpa: Automating Inter- and Intra-Operator Parallelism for Distributed Deep Learning”

Reading Notes: “GPipe: Easy Scaling with Micro-Batch Pipeline”

Reading Notes: “GPipe: Easy Scaling with Micro-Batch Pipeline”

Distributed Training Basics

Distributed Training Basics

Reading Note: Megatron-LM v1

Reading Note: Megatron-LM v1

Quantization for NN Inference

Quantization for NN Inference

Reading Note: TVM

Reading Note: TVM

Reading Note: Triton

Reading Note: Triton

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Lifan Sun

Software Dev Engineer

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