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Genmo Interview Questions

The questions to prepare for Genmo interviews, across all roles. Questions from real interview reports rank first. Updated weekly.

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1
Generative AI & LLMsStart here. 12 questions · ~96 min
SFT for Video Instruction FollowingHard

Tests SFT pipeline design and data mixture construction for instruction-following video generation.

Fine-TuningGenmo
VAE Role in Latent DiffusionHard

Tests understanding of latent diffusion components and video-specific compression design.

llm basicsmodel comparisonGenmo
DDPM Objective vs DDIMHard

Tests ability to derive diffusion objectives and distinguish DDPM vs DDIM training and inference behavior.

llm basicsmodel comparisonGenmo
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2
System Design3 questions · ~24 min
Terabyte-Scale Video Data PipelineHard

Tests systems design for high-throughput video ingestion and preprocessing at training scale.

data preprocessingdistributed trainingGenmo
Handling Variable Aspect and Frame RateMedium

Tests strategies for normalizing heterogeneous video inputs during pre-training.

data preprocessingGenmo
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3
More topics4 questions · ~32 min
Programmatic Video Model EvaluationMedium

Tests choosing and validating quantitative metrics for video generation quality at Genmo against human judgments.

Evaluation TechniquesModel MetricsGenmo
Memory-Efficient Mixed-Precision TrainingHard

Tests practical training techniques for fitting large video models into limited GPU memory.

profilinggpu utilizationcudaGenmo
Custom Temporal Multi-Head AttentionHard

Tests ability to implement temporal attention layers for high-dimensional video tensors in PyTorch.

attentionfunctionspythonGenmo
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