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Meta Company Interview Questions and Answers

Updated 2 Mar 2025
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Q1. 1. What is Virtualization 2. What is Vmotion 3. What is Hypervisor and its type 4. Steps to create VM 5. Diff between Thin & Thik VM provision 6. VM Template and Cloning 7. What is VM Snapshot 8. What is Active...

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Q2. Different Process of LLM GPT, RAG Chatbot and Multi AGentic RAG , Statistics-What is Oulier , How it affects Mean , Median

Ans.

Outliers are data points that significantly differ from the rest of the data, affecting mean, median, and mode.

  • Outliers are extreme values in a dataset that do not follow the general trend of the data.

  • Outliers can skew the mean towards their value, making it an inaccurate representation of the central tendency.

  • Outliers have little to no effect on the median, as it is not influenced by extreme values.

  • Outliers can affect the mode by creating a multimodal distribution or shiftin...read more

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Q3. What is Frreezing of Model ? How to prevent the model from Freezing

Ans.

Freezing of model refers to fixing the weights of certain layers during training to prevent further updates.

  • Freezing certain layers means their weights will not be updated during training

  • Helps in transfer learning by keeping pre-trained layers intact

  • Prevents overfitting on small datasets

  • To prevent freezing, only freeze layers that are already trained on similar data

  • Use a lower learning rate for frozen layers to prevent drastic changes

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Q4. Differane between RAG Chatbot Model and Nulti Agentic RAG Model

Ans.

RAG Chatbot Model is a single-agent model while Multi-Agentic RAG Model involves multiple agents collaborating.

  • RAG Chatbot Model uses a single agent to generate responses to user queries.

  • Multi-Agentic RAG Model involves multiple agents working together to provide more diverse and accurate responses.

  • In RAG Chatbot Model, the agent is responsible for both retrieving and generating responses.

  • In Multi-Agentic RAG Model, different agents specialize in either retrieval or generatio...read more

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Q5. Print the number of possible combinations of character like abc CBA BCA

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Q6. Architect of RAG Chatbot and Multi Agentic RAG , ,

Ans.

RAG Chatbot and Multi Agentic RAG are architectures used for building conversational AI systems.

  • RAG Chatbot is a retrieval-augmented generation model that combines retrieval-based and generation-based approaches in chatbots.

  • Multi Agentic RAG extends RAG Chatbot to support multiple agents collaborating in a conversation.

  • These architectures improve the performance and flexibility of conversational AI systems.

  • Example: RAG Chatbot can retrieve relevant information from a knowledg...read more

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Q7. What is responsibel AI

Ans.

Responsible AI refers to the ethical and fair use of artificial intelligence technologies.

  • Responsible AI involves ensuring transparency in AI decision-making processes.

  • It also includes addressing bias in AI algorithms to prevent discrimination.

  • Responsible AI requires accountability for the outcomes of AI systems.

  • Companies and organizations should prioritize ethical considerations when developing AI technologies.

  • Examples include implementing diverse datasets to reduce bias and...read more

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