大模型训练调优工程师
Tasks
- Apply efficient finetuning with LoRA
- Build multimodal model training pipeline
- Collaborate on model architecture optimization
- Configure distributed training with DDP
- Design training quality evaluation and anomaly monitoring
- Develop PEFT and adapter training
- Implement multimodal data loading
- Maintain pretrained finetuning evaluation deployment workflow
- Monitor training stability convergence
- Optimize training performance with mixed precision and compilation
- Optimize training pipeline scheduling
Perks/Benefits
- N/A
Skills/Tech-stack
Adapter | Anomaly Detection | CI/CD | DDP | DeepSpeed | Distributed Training | FSDP | GPU resource scheduling | LoRA | Mixed Precision | Multimodal Learning | PEFT | PyTorch | Resource scheduling | Training Optimization | Transformer
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
Regions
Countries
States
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