Trending questions in Generative AI

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Implement a function to measure the speedup gained by QLoRA quantization on a dataset with 1 million samples.

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Apr 2 in Generative AI by Ashutosh
• 33,350 points • 221 views
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Implement a method to compute the PSNR (Peak Signal-to-Noise Ratio) of rendered NeRF outputs compared to ground truth.

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Apr 2 in Generative AI by Ashutosh
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Explain and demonstrate how to manage the replication strategy on TPUs with a multi-core setup.

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Apr 2 in Generative AI by Nidhi
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How would you implement a function to calculate the precision and recall of a One-Shot Learning classifier?

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Apr 2 in Generative AI by Ashutosh
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How would you ensure AI-generated responses remain contextually appropriate in multi-turn dialogues for customer support systems?

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Apr 1 in Generative AI by Ashutosh
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How would you preprocess a dataset of images and corresponding camera poses for training a NeRF model? Write code to implement this preprocessing.

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Apr 1 in Generative AI by Ashutosh
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How would you handle dynamic padding during training for sequence inputs of varying lengths in a foundation model?

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Apr 1 in Generative AI by Nidhi
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How would you apply instruction tuning to optimize a large language model for handling multilingual coding tasks?

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Apr 1 in Generative AI by Nidhi
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How would you set up a CI/CD pipeline for deploying an LLM model on AWS SageMaker?

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Apr 1 in Generative AI by Ashutosh
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How would you implement a Siamese Neural Network for One-Shot Learning to classify handwritten digits using the MNIST dataset?

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Apr 2 in Generative AI by Ashutosh
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Write a CUDA kernel to accelerate ray sampling for NeRF on the GPU.

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Apr 2 in Generative AI by Ashutosh
• 33,350 points • 199 views
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How would you secure an LLM inference API using OAuth 2.0 and restrict access to authorized clients?

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Apr 1 in Generative AI by Ashutosh
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How would you handle out-of-memory (OOM) errors while fine-tuning a large language model using gradient accumulation?

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Apr 1 in Generative AI by Ashutosh
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What causes the "Cannot find module '@google/generative-ai/files'" error in TypeScript, and how can I resolve it?

The "Cannot find module '@google/generative-ai'" error in ...READ MORE

Mar 17 in Generative AI by radhika
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How would you implement forward propagation in a neural network designed for multi-class classification, using a softmax activation function in the output layer?

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Apr 1 in Generative AI by Ashutosh
• 33,350 points • 231 views
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Write code to train a causal language model using masked language modeling (MLM) objectives.

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Apr 1 in Generative AI by Nidhi
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Write a program to compare the performance of two foundation models on the GLUE benchmark.

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Apr 1 in Generative AI by Nidhi
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Write a PyTorch training loop for NeRF that minimizes the mean squared error (MSE) between predicted and target pixel colors.

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Apr 1 in Generative AI by Ashutosh
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How would you implement forward propagation in a simple feedforward neural network from scratch using NumPy?

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Apr 1 in Generative AI by Ashutosh
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Design and implement a hybrid neural architecture combining a foundation model with a convolutional network for image-text tasks.

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Apr 1 in Generative AI by Nidhi
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Implement a distributed training script for training a foundation model on a multi-node cluster using PyTorch Lightning.

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Apr 1 in Generative AI by Nidhi
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How would you customize the retrieval logic in LLamaIndex to prioritize recently added documents during a query?

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Apr 1 in Generative AI by Ashutosh
• 33,350 points • 215 views
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How do you implement forward propagation in a neural network that includes residual connections (e.g., ResNet architecture)?

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Apr 1 in Generative AI by Ashutosh
• 33,350 points • 220 views
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Design and implement a multi-layer perceptron (MLP) in PyTorch to model the NeRF density and color fields.

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Apr 1 in Generative AI by Ashutosh
• 33,350 points • 211 views
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1 answer

How would you ensure bias-free output when training a generative AI model for political content creation?

Yes, ensuring bias-free output in a generative ...READ MORE

Mar 26 in Generative AI by cr tech industries
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How would you deal with data redundancy when generating diverse AI content for marketing campaigns in different industries?

Yes, handling data redundancy in AI-generated marketing ...READ MORE

Mar 26 in Generative AI by pinku
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How would you handle class conditional generation in a conditional GAN (CGAN) for creating targeted marketing materials?

Yes, class conditional generation in a Conditional ...READ MORE

Mar 26 in Generative AI by nitin rawat
 • 361 views
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How would you improve model explainability for a black-box generative AI model used in content creation for automated journalism?

Yes, model explainability for a black-box generative ...READ MORE

Mar 26 in Generative AI by pashvi
 • 344 views
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How can I resolve the 'Pandas Error: need to escape, but no escapechar set' when reading a CSV file in Python?

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Mar 12 in Generative AI by arohi
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How would you utilize BERT embeddings in a language model to generate semantic-rich content for chatbots?

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Mar 26 in Generative AI by Ashutosh
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How would you combine transformer networks with graph neural networks (GNNs) to generate structured data for knowledge graph creation?

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Mar 26 in Generative AI by Ashutosh
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How would you implement perceptual loss in a GAN for generating realistic images in artificial intelligence for photo-realism?

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Mar 26 in Generative AI by Ashutosh
• 33,350 points • 297 views
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How would you ensure non-repetitive AI content generation for advertisement copy while maintaining quality?

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Mar 25 in Generative AI by riya jha
 • 383 views
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What are the differences between popular deepfake frameworks like FaceSwap and DeepFaceLab, and how do I choose the right one?

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Jan 21 in Generative AI by Evanjalin
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How would you address technical debt in maintaining AI models for generating creative content?

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Mar 25 in Generative AI by rdhika
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How would you ensure factual correctness while generating AI summaries of technical manuals for non-experts?

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Mar 25 in Generative AI by sobha
 • 391 views
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Write a function to detect and filter injection attacks in user prompts sent to an LLM.

Detect and filter injection attacks in LLM ...READ MORE

Mar 25 in Generative AI by somaya
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Write code to log inference latency metrics to a monitoring dashboard using Grafana.

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Mar 26 in Generative AI by Ashutosh
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I am trying to process a pdf using unstructured partition_pdf function but the sentences are broken in the middle. Can anyone tell me what I am missing here?

To avoid broken sentences when using the ...READ MORE

Mar 13 in Generative AI by namo nama
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How would you address emotional tone inconsistencies in generating customer service responses via chatbots?

You can ensure consistent emotional tone in ...READ MORE

Mar 25 in Generative AI by mukesh
 • 362 views
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What solutions exist for tuning dropout in GANs to improve image clarity and realism?

Tuning dropout in GANs improves image clarity ...READ MORE

Mar 25 in Generative AI by neha
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How would you use deep reinforcement learning (DRL) to enhance adaptive story generation in interactive video games?

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Mar 26 in Generative AI by Ashutosh
• 33,350 points • 245 views
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How can you incorporate probabilistic reasoning to improve generative model performance for decision-making tasks?

Incorporate probabilistic reasoning in generative models by ...READ MORE

Mar 25 in Generative AI by monika
 • 368 views
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How can I resolve issues with calling the Gemini API in an Electron.js application?

To use secure server-side proxy calls to ...READ MORE

Mar 12 in Generative AI by amrita
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Can you implement forward propagation in a CNN, ensuring that the input image is passed through the convolutional and pooling layers correctly?

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Mar 26 in Generative AI by Ashutosh
• 33,350 points • 230 views
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How do you apply graph convolutional networks (GCNs) in Generative models for graph-based data generation?

Apply Graph Convolutional Networks (GCNs) in generative ...READ MORE

Mar 25 in Generative AI by arun pandey
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How do matrix operations in the attention mechanism affect the performance and efficiency of a transformer model?

Matrix operations in the attention mechanism impact ...READ MORE

Mar 20 in Generative AI by gokul swami
 • 468 views
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How do you optimize latent vector sampling in VAEs for better synthetic data generation?

Optimize latent vector sampling in VAEs using ...READ MORE

Mar 25 in Generative AI by shibin
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How can attention mechanisms improve the performance of an LSTM model for sequence-to-sequence tasks?

Attention mechanisms improve LSTM-based Seq2Seq models by ...READ MORE

Mar 24 in Generative AI by supriya
 • 364 views
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How can you prevent bias and ensure factual accuracy in AI-generated news articles from real-time data?

Prevent bias and ensure factual accuracy in ...READ MORE

Mar 25 in Generative AI by arif
reshown Mar 28 by Ashutosh • 314 views
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