大模型训练与推理Infra工程师-MiMo
Tasks
- Analyze and optimize data loading, communication, and hardware utilization
- Build inference framework
- Collaborate with research teams on training and inference strategies
- Develop distributed training platform
- Develop monitoring and profiling tools
- Implement inference optimization techniques
- Integrate high-performance computing technologies
- Maintain distributed training framework
- Optimize inference speed memory and energy
- Support model deployment for product teams
Perks/Benefits
- N/A
Skills/Tech-stack
C plus plus | CUDA | CUDNN | DeepSpeed | Docker | GPU | Horovod | JAX | Kubernetes | MPI | Mixed Precision | Mixed-precision training | Model Pruning | Model Quantization | NCCL | NPU | PyTorch | Python | Ray | TensorFlow | Terraform | Transformer
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
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