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BM
BMW Group
3mo ago

Intern LLM Routing & Model Orchestration(m/w/x)

München
Full-timeInternshipWith Home Office
AI/ML
Data Science

Description

You will advance generative AI in manufacturing by investigating LLM representations and optimizing routing strategies to balance inference speed with high-quality model performance.

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Requirements

  • •Studies in computer science, physics, mathematics or related field
  • •Solid understanding of machine learning, generative AI and frameworks
  • •Experience with large language models
  • •Proficiency in Python, GitHub and vLLM or similar frameworks
  • •Knowledge about LLM training on GPU clusters (plus)
  • •Effective communication skills in English and German (plus)

Education

Bachelor's degree

Tasks

  • •Investigate input representation within internal LLM states
  • •Examine representation differences across various language models
  • •Analyze how representation differences affect routing performance
  • •Utilize representations to route between different reasoning models
  • •Evaluate routing impact on inference speed
  • •Assess the quality of model answers

Tools & Technologies

PythonGitHubvLLMGPU clusters

Languages

English – Business Fluent

German – Basic

Benefits

Competitive Pay

  • •Attractive and fair compensation

Mentorship & Coaching

  • •Comprehensive mentoring and onboarding

Learning & Development

  • •Personal and professional development

Flexible Working

  • •Flexible working hours
  • •Mobile work

Other Benefits

  • •Apartments for students
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