具身大模型训练框架工程师-觅蜂子公司
Tasks
- Build embodied intelligence training framework
- Collaborate with algorithm teams to engineerize research work
- Design distributed training systems
- Develop and optimize training data pipelines
- Implement performance profiling and benchmarking
- Integrate reinforcement learning systems
- Optimize training efficiency
- Support pretraining and posttraining for large models
Perks/Benefits
- N/A
Skills/Tech-stack
C++ | CPU Optimization | CUDA | CUDA graph | Communication overlap | Data parallelism | DeepSpeed | IO optimization | Imitation Learning | Long Context | Long Context Training | Megatron | Mixed Precision | Mixed-precision training | Mixture of Experts | NVIDIA Nsight | Nsight Systems | Nvidia NSight Systems | Offline Reinforcement Learning | Online Reinforcement Learning | Performance Profiling | Pipeline parallelism | PyTorch | PyTorch Profiler | Python | RDMA | Reinforcement Learning | Rust | Tensor Parallelism | Triton
Education
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