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yanring/Megatron-MoE-ModelZoo ★ 202 34 APPLICATION

Megatron-MoE-ModelZoo is a production-ready toolkit for training Mixture-of-Experts (MoE) large language models including DeepSeek-V3, Qwen3, and Mixtral. It provides SLURM job submission scripts, Dockerfiles for hardware-optimized containers, YAML configuration files, and best practice guides for launching training jobs on HPC clusters. The repository integrates with NVIDIA's Megatron-LM framework (dev branch) to enable efficient distributed training of MoE models across tensor, pipeline, and expert parallelism dimensions. Key features include precision selection (BF16/FP8/MXFP8), checkpoint conversion utilities, and memory estimation tools for hardware planning.

RATING: 7.7/10 MAINT: active DRIFT: low
#moe-training #llm-finetuning #hpc-slurm #config-management #checkpoint-conversion #mixture-of-experts #llm-training #megatron-lm
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