This repository aggregates academic papers and resources on Large Language Model systems, spanning topics like distributed training (Megatron-LM, FlashAttention), inference serving (vLLM, llama.cpp), agent systems, multi-modal training, and ML frameworks. It organizes references by category including pre-training, post-training, RLHF, benchmarking, and industrial technical reports. The list serves as a reference bibliography for researchers and engineers tracking developments in LLM system infrastructure.