Trending questions in Generative AI

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How would you use the TPU profiler to analyze and optimize model performance?

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1 day ago in Generative AI by Nidhi
 • 13,600 points • 7 views
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Write a Python function to evaluate the accuracy of a One-Shot Learning model using a confusion matrix.

Can you Write a Python function to ...READ MORE

1 day ago in Generative AI by Ashutosh
• 24,610 points • 7 views
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How would you implement a triplet loss function for training a model designed for One-Shot Learning? Provide the code.

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1 day ago in Generative AI by Ashutosh
• 24,610 points • 14 views
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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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1 day ago in Generative AI by Ashutosh
• 24,610 points • 14 views
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Implement a pipeline to generate embedding vectors for a new dataset using One-Shot Learning techniques.

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1 day ago in Generative AI by Ashutosh
• 24,610 points • 13 views
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Write a CUDA kernel to accelerate ray sampling for NeRF on the GPU.

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1 day ago in Generative AI by Ashutosh
• 24,610 points • 10 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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1 day ago in Generative AI by Ashutosh
• 24,610 points • 9 views
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Implement a script to compute the structural similarity index (SSIM) between rendered and ground truth images for evaluation.

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1 day ago in Generative AI by Ashutosh
• 24,610 points • 7 views
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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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2 days ago in Generative AI by Nidhi
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How would you implement a custom reader in LLamaIndex for integrating non-standard data sources like XML files?

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2 days ago in Generative AI by Nidhi
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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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2 days ago in Generative AI by Ashutosh
• 24,610 points • 18 views
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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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2 days ago in Generative AI by Ashutosh
• 24,610 points • 17 views
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Write a program to visualize token embeddings for specific input tokens from a foundation model using t-SNE or UMAP.

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2 days ago in Generative AI by Ashutosh
• 24,610 points • 22 views
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Write a script to freeze specific layers of a foundation model during training using Hugging Face Transformers.

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2 days ago in Generative AI by Ashutosh
• 24,610 points • 22 views
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Write a script to scale the training of a foundation model using Horovod and mixed precision training.

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2 days ago in Generative AI by Nidhi
 • 13,600 points • 21 views
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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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2 days ago in Generative AI by Nidhi
 • 13,600 points • 19 views
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Design and implement a multi-layer perceptron (MLP) in PyTorch to model the NeRF density and color fields.

Can you tell me how to Design ...READ MORE

2 days ago in Generative AI by Ashutosh
• 24,610 points • 13 views
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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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2 days ago in Generative AI by Ashutosh
• 24,610 points • 13 views
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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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2 days ago in Generative AI by Ashutosh
• 24,610 points • 12 views
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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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2 days ago in Generative AI by Ashutosh
• 24,610 points • 18 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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2 days ago in Generative AI by Ashutosh
• 24,610 points • 11 views
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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?

With the help of proper code, can ...READ MORE

2 days ago in Generative AI by Ashutosh
• 24,610 points • 17 views
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How would you implement forward propagation in a simple feedforward neural network from scratch using NumPy?

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2 days ago in Generative AI by Ashutosh
• 24,610 points • 17 views
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How do you implement forward propagation in a neural network that includes residual connections (e.g., ResNet architecture)?

With the help of Python programming, can ...READ MORE

2 days ago in Generative AI by Ashutosh
• 24,610 points • 16 views
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Explain with code how to use LLamaIndex's callback manager to log the details of each query execution.

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2 days ago in Generative AI by Ashutosh
• 24,610 points • 8 views
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Write a program to compare the performance of two foundation models on the GLUE benchmark.

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2 days ago in Generative AI by Nidhi
 • 13,600 points • 13 views
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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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2 days ago in Generative AI by Nidhi
 • 13,600 points • 13 views
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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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2 days ago in Generative AI by Ashutosh
• 24,610 points • 7 views
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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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2 days ago in Generative AI by Nidhi
 • 13,600 points • 12 views
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Write code to train a causal language model using masked language modeling (MLM) objectives.

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2 days ago in Generative AI by Nidhi
 • 13,600 points • 10 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
 • 58 views
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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
 • 51 views
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1 answer

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
 • 43 views
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1 answer

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
 • 27 views
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How would you combine transformer networks with graph neural networks (GNNs) to generate structured data for knowledge graph creation?

With the help of proper code example ...READ MORE

Mar 26 in Generative AI by Ashutosh
• 24,610 points • 43 views
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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
• 24,610 points • 43 views
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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
• 24,610 points • 40 views
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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
• 24,610 points • 36 views
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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
• 24,610 points • 26 views
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Write code to log inference latency metrics to a monitoring dashboard using Grafana.

Can you Write code to log inference ...READ MORE

Mar 26 in Generative AI by Ashutosh
• 24,610 points • 24 views
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1 answer

How would you address technical debt in maintaining AI models for generating creative content?

You can address technical debt in AI ...READ MORE

Mar 25 in Generative AI by rdhika
 • 74 views
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1 answer

How would you ensure non-repetitive AI content generation for advertisement copy while maintaining quality?

You can ensure non-repetitive AI-generated advertisement copy ...READ MORE

Mar 25 in Generative AI by riya jha
 • 72 views
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1 answer

How would you ensure factual correctness while generating AI summaries of technical manuals for non-experts?

You can ensure factual correctness in AI-generated ...READ MORE

Mar 25 in Generative AI by sobha
 • 59 views
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1 answer

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
 • 52 views
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1 answer

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
 • 46 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 6 days ago by Ashutosh • 44 views
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1 answer

How do you prevent discrepancy in real-time model output during adversarial training in GANs?

Prevent discrepancy in real-time GAN training by ...READ MORE

Mar 25 in Generative AI by techcs
 • 41 views
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1 answer

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
 • 57 views
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1 answer

How do you overcome local minima in GAN training for realistic text generation?

Overcome local minima in GAN training for ...READ MORE

Mar 25 in Generative AI by sanjeev
reshown 6 days ago by Ashutosh • 52 views
0 votes
1 answer

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
 • 52 views
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