![MARINE ONLINE (SINGAPORE) PTE. LTD.](https://media.trabajo.org/img/noimg.jpg)
LLM Architect Lead
4 weeks ago
Job Scopes:
• Drive the implementation and refinement of distributed training strategies across multi-GPU and multi-node environments.
• Apply advanced optimization algorithms and their variants (e.g., SGD, Adam, Adagrad) to accelerate learning processes while maintaining model accuracy.
• Lead initiatives in model compression, pruning, and quantization techniques to reduce model footprint and enhance computational efficiency.
• Innovate in knowledge distillation methodologies to transfer learning from larger teacher models to more efficient student models.
• Optimize micro-tuning strategies, such as prompt-based tuning or parameter-efficient tuning methods, to minimize resource requirements.
• Explore and implement mixed precision training and hardware-specific optimizations (e.g., CUDA, Tensor Cores) to leverage hardware acceleration fully.
• Manage hyperparameter tuning processes using automated tools and algorithms to achieve optimal model configurations.
• Collaborate with researchers and engineers to integrate state-of-the-art research into production-ready systems.
Job Requirements:
• Bachelor degree or higher in Computer Science, Artificial Intelligence, Mathematics, or related fields.
• LLM. AIGC required.
Tell employers what skills you have
Compression
Revit
Microsoft Excel
Modeling
BIM
Architect
Mathematics
Artificial Intelligence
3D
Statistics
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