MiMo-大模型训练框架开发工程师
Tasks
- Accelerate data loading and preprocessing
- Build performance monitoring system
- Design training framework
- Develop and optimize large model training pipeline
- Diagnose training bottlenecks
- Improve memory and GPU memory efficiency
- Manage CI/CD workflows
- Optimize distributed training communication
- Perform performance evaluation and tuning
- Tune parallelism strategy
Perks/Benefits
- N/A
Skills/Tech-stack
C++ | CI/CD | DP | Data Preprocessing | Data loading | DeepSpeed | Distributed Training | EP | Infiniband | Megatron-LM | Memory Optimization | NCCL | Nsight | PP | Performance Monitoring | PyTorch | Python | RoCEv2 | TP
Education
N/A
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