MiMo-大模型训练框架开发工程师
Tasks
- Accelerate data loading and preprocessing
- Analyze training performance bottlenecks
- Build performance monitoring and metrics tracking
- Design and build distributed training systems
- Develop and optimize model training framework
- Develop with Python and C plus plus
- Improve training efficiency, stability, and scalability
- Optimize memory and GPU utilization
- Perform performance evaluation and tuning
- Solve distributed training communication issues
- Tune parallelism strategies using DP TP PP EP
Perks/Benefits
- N/A
Skills/Tech-stack
C plus plus | CI/CD | DP | Data Preprocessing | Data loading | DeepSpeed | Distributed Training | EP | High Performance | High-Performance Computing | Infiniband | Megatron-LM | NCCL | Nsight | PP | Parallelism | Performance Computing | PyTorch | Python | RoCEv2 | TP
Education
N/A
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