大模型训练与推理Infra工程师-MiMo
Tasks
- Analyze and optimize data loading, communication, and hardware utilization
- Build distributed training compute platform
- Build performance monitoring toolchain
- Collaborate with research teams to tailor training and inference strategy
- Develop inference framework for online and offline serving
- Implement inference optimization techniques
- Integrate high-performance computing technologies
- Maintain distributed training framework
- Optimize inference latency memory and energy usage
- Support model deployment for product teams
Perks/Benefits
- N/A
Skills/Tech-stack
C++ | CUDA | CUDNN | Deep learning | DeepSpeed | Distributed Training | Docker | GPU | Horovod | JAX | Kubernetes | MPI | Mixed Precision | Mixed-precision training | NCCL | NPU | Pruning | PyTorch | Python | Quantization | Ray | TensorFlow | Terraform
Education
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