Applied Intuition Machine Learning Engineer Interview Questions
Master your tech interview with our curated database of real questions from top companies.
Implement and explain positional encoding
Implement Positional Encodings for a Transformer Language Model You are building a Transformer-based language model. Transformers are permutation-equi...
Describe past research and interests
Behavioral Prompt: Research Experience, Methods, Impact, and Roadmap Alignment Context You are interviewing for a Machine Learning Engineer role in a ...
Debug a GPT training pipeline
Fix three bugs in a minimal GPT to meet a training-loss target You are given a Colab notebook with a minimal GPT-style language model implemented in P...
Implement KV cache for inference
Design Task: Key–Value Cache for Transformer Decoder Inference Context You are building an autoregressive inference engine for a Transformer decoder-o...
Implement correct attention masking
Autoregressive Transformer: Correct Attention Masking with Padding Context: You are implementing decoder self-attention for an autoregressive Transfor...