MiMo-大模型训练框架开发工程师
Tasks
- Accelerate data loading and preprocessing
- Analyze training bottlenecks and propose optimizations
- Build performance monitoring and metrics tracking
- Design training systems for efficiency stability and scalability
- Develop and maintain CI/CD pipelines
- Develop and optimize large model training framework
- Evaluate and tune model training performance
- Optimize GPU memory and compute efficiency
- Solve distributed training communication issues
- Tune parallelism strategies DP TP PP EP
Perks/Benefits
- N/A
Skills/Tech-stack
C++ | CI/CD | Deep learning | DeepSpeed | Distributed Systems | Distributed Training | High Performance | High-Performance Computing | Infiniband | Megatron-LM | NCCL | NVIDIA Nsight | Nsight | Performance Computing | PyTorch | Python | RoCEv2
Education
N/A
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