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OpenAI Interview Problems (37)

Problems reported from OpenAI data science interviews

Status	Title	Difficulty	Language	Company	Topic
	BERT vs GPT Pre-training Pro	Easy	Conceptual	Google OpenAI Meta	llms
	ReLU Activation Function Free	Easy	Conceptual	Google Meta OpenAI	neural-networks
	Softmax Output Layer Pro	Easy	Conceptual	Google OpenAI Anthropic	neural-networks
	Temperature in Text Generation Free	Easy	Conceptual	OpenAI Anthropic	llms
	TensorBoard Usage Pro	Easy	Conceptual	Google OpenAI	deep-learning-libraries
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	Top-k and Top-p Sampling Pro	Easy	Conceptual	OpenAI Anthropic Google	llms
	Transfer Learning Benefit Pro	Easy	Conceptual	Google OpenAI Meta	neural-networks
	What Is a Token in LLMs? Free	Easy	Conceptual	Google OpenAI	llms
	What Is BPE Tokenization? Pro	Easy	Conceptual	OpenAI Google Meta	llms
	What Is Model Hallucination? Pro	Easy	Conceptual	OpenAI Anthropic Google	llms
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	Zero-Shot vs Few-Shot Learning Free	Easy	Conceptual	OpenAI Google Anthropic	llms
	Chain-of-Thought Prompting Pro	Medium	Conceptual	Google OpenAI Anthropic	llms
	Context Window Limitations Pro	Medium	Conceptual	Anthropic OpenAI Google	llms
	DPO vs RLHF Pro	Medium	Conceptual	Anthropic OpenAI DeepMind	llms
	Emergent Abilities in LLMs Pro	Medium	Conceptual	Google DeepMind OpenAI	llms
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	Hugging Face Transformers Library Pro	Medium	Conceptual	Hugging Face OpenAI	deep-learning-libraries
	Instruction Tuning Pro	Medium	Conceptual	OpenAI Anthropic Google	llms
	Layer Normalization vs Batch Normalization Pro	Medium	Conceptual	Google OpenAI Meta	neural-networks
	Learning Rate Warmup Pro	Medium	Conceptual	Google OpenAI Anthropic	neural-networks
	LoRA Fine-Tuning Pro	Medium	Conceptual	Meta Hugging Face OpenAI	llms
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	Mixed Precision Training Pro	Medium	Conceptual	NVIDIA OpenAI	deep-learning-libraries
	Multi-Head Attention Pro	Medium	Conceptual	Google OpenAI Anthropic	neural-networks
	Perplexity as an Evaluation Metric Pro	Medium	Conceptual	OpenAI Google Anthropic	llms
	Positional Encoding in Transformers Pro	Medium	Conceptual	Google OpenAI DeepMind	neural-networks
	Prompt Engineering Techniques Pro	Medium	Conceptual	OpenAI Anthropic Salesforce	llms
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