Trending questions in Generative AI

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Write code to train a NeRF model with adversarial loss to improve photo-realism.

You can train a NeRF model with ...READ MORE

5 hours ago in Generative AI by radhika
 • 3 views
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1 answer

What is the role of instruction tuning in enabling models to generate containerization scripts using tools like Docker and Kubernetes?

You can use instruction tuning to fine-tune ...READ MORE

7 hours ago in Generative AI by shima
 • 18 views
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1 answer

Demonstrate how to use LLamaIndex to retrieve financial reports stored in AWS S3.

You can use LlamaIndex with AWS S3 ...READ MORE

7 hours ago in Generative AI by nomaid
 • 17 views
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1 answer

How would you use Apache Spark to preprocess a massive text dataset for LLM training?

You can use Apache Spark to preprocess ...READ MORE

5 hours ago in Generative AI by mehek
 • 10 views
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1 answer

How would you use LoRA (Low-Rank Adaptation) to fine-tune a large model with limited computational resources?

You can use LoRA (Low-Rank Adaptation) to ...READ MORE

5 hours ago in Generative AI by vineet
 • 7 views
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Write code to perform dynamic input batching for a TPU-based training pipeline.

Can you write code to perform dynamic ...READ MORE

2 hours ago in Generative AI by Nidhi
 • 13,380 points • 11 views
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How would you implement distributed training on a TPU pod using TensorFlow's tf.distribute API?

Can i know How would you implement ...READ MORE

2 hours ago in Generative AI by Nidhi
 • 13,380 points • 11 views
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How would you create a TPU-optimized implementation of the softmax function?

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2 hours ago in Generative AI by Nidhi
 • 13,380 points • 11 views
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0 answers

Write code to convert a TensorFlow SavedModel for efficient TPU inference.

Can i know how to write code ...READ MORE

2 hours ago in Generative AI by Nidhi
 • 13,380 points • 11 views
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0 answers

How would you partition a large dataset for multi-host TPU training?

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2 hours ago in Generative AI by Nidhi
 • 13,380 points • 9 views
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0 answers

Explain and demonstrate how to manage the replication strategy on TPUs with a multi-core setup.

Can you Explain and demonstrate how to ...READ MORE

2 hours ago in Generative AI by Nidhi
 • 13,380 points • 7 views
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How would you implement a function to calculate the precision and recall of a One-Shot Learning classifier?

Can i know How would you implement ...READ MORE

3 hours ago in Generative AI by Ashutosh
• 24,410 points • 7 views
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How would you utilize TPU pods to scale training for a large language model like BERT?

Can I know How would you utilize ...READ MORE

2 hours ago in Generative AI by Nidhi
 • 13,380 points • 6 views
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1 answer

How would you use byte-pair encoding (BPE) to train a tokenizer for a new foundation model?

You can use Byte-Pair Encoding (BPE) to ...READ MORE

1 day ago in Generative AI by menora
 • 17 views
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How would you implement a Prototypical Network for One-Shot Learning on a multi-class dataset?

Can you tell me How would you ...READ MORE

3 hours ago in Generative AI by Ashutosh
• 24,410 points • 6 views
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0 answers

How would you augment a dataset to simulate one-shot scenarios while ensuring the embeddings remain consistent?

With the help of code can you ...READ MORE

3 hours ago in Generative AI by Ashutosh
• 24,410 points • 6 views
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0 answers

How can sharding datasets across TPU cores improve training performance? Write the code to shard a dataset in TensorFlow.

Can you tell me How can sharding ...READ MORE

2 hours ago in Generative AI by Nidhi
 • 13,380 points • 5 views
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1 answer

Write a script to deploy a foundation model (like GPT or BERT) on AWS Lambda with ONNX optimization.

You can deploy a foundation model like ...READ MORE

1 day ago in Generative AI by nomi
 • 16 views
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1 answer

Implement a multi-GPU inference pipeline for a foundation model using DeepSpeed or TensorParallel.

You can implement a multi-GPU inference pipeline ...READ MORE

1 day ago in Generative AI by safak
 • 16 views
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0 answers

Demonstrate how to set up a TPU cluster in Google Cloud and execute a simple TensorFlow program.

Can you Demonstrate how to set up ...READ MORE

3 hours ago in Generative AI by Ashutosh
• 24,410 points • 5 views
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0 answers

Write a script to save and load a QLoRA-adapted model checkpoint for inference in Hugging Face.

Can you write a script to save ...READ MORE

3 hours ago in Generative AI by Ashutosh
• 24,410 points • 4 views
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0 answers

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

Can you Implement a function to measure ...READ MORE

3 hours ago in Generative AI by Ashutosh
• 24,410 points • 4 views
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0 answers

How would you use transfer learning with a pre-trained ResNet model to implement a One-Shot Learning system?

Can i know How would you use ...READ MORE

7 hours ago in Generative AI by Ashutosh
• 24,410 points • 11 views
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0 answers

Write a Python function to calculate the cosine similarity between two embeddings in a One-Shot Learning framework.

Can you explain by writing a Python ...READ MORE

7 hours ago in Generative AI by Ashutosh
• 24,410 points • 11 views
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0 answers

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

Can i know How would you use ...READ MORE

2 hours ago in Generative AI by Nidhi
 • 13,380 points • 3 views
0 votes
1 answer

How would you design a language model that generates dynamic responses for online customer service chatbots?

You can design a language model for ...READ MORE

1 day ago in Generative AI by nini
 • 14 views
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0 answers

Write a program to implement rank decomposition for adapting pre-trained embeddings to a new dataset using QLoRA.

Can you Write a program to implement ...READ MORE

3 hours ago in Generative AI by Ashutosh
• 24,410 points • 3 views
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0 answers

Write a function to apply 4-bit quantization to a pre-trained model using bitsandbytes for QLoRA training.

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

3 hours ago in Generative AI by Ashutosh
• 24,410 points • 3 views
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0 answers

Implement a pipeline to generate embedding vectors for a new dataset using One-Shot Learning techniques.

Can you tell me Implement a pipeline ...READ MORE

7 hours ago in Generative AI by Ashutosh
• 24,410 points • 10 views
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0 answers

Write a Python script to create pairwise combinations of images from a dataset for training a Siamese Network.

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

7 hours ago in Generative AI by Ashutosh
• 24,410 points • 10 views
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0 answers

How would you implement a triplet loss function for training a model designed for One-Shot Learning? Provide the code.

Can you explain How would you implement ...READ MORE

7 hours ago in Generative AI by Ashutosh
• 24,410 points • 10 views
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0 answers

Write a script to benchmark inference latency of a pretrained model running on a TPU.

Can you write a script to benchmark ...READ MORE

2 hours ago in Generative AI by Nidhi
 • 13,380 points • 2 views
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0 answers

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

3 hours ago in Generative AI by Ashutosh
• 24,410 points • 2 views
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0 answers

How would you implement a Siamese Neural Network for One-Shot Learning to classify handwritten digits using the MNIST dataset?

Can i know How would you implement ...READ MORE

7 hours ago in Generative AI by Ashutosh
• 24,410 points • 9 views
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0 answers

Implement a function to generate support set embeddings and compare them to query embeddings for One-Shot Learning.

Can i know Implement a function to ...READ MORE

3 hours ago in Generative AI by Ashutosh
• 24,410 points • 1 view
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0 answers

Write a CUDA kernel to accelerate ray sampling for NeRF on the GPU.

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

7 hours ago in Generative AI by Ashutosh
• 24,410 points • 2 views
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0 answers

Implement a method to compute the PSNR (Peak Signal-to-Noise Ratio) of rendered NeRF outputs compared to ground truth.

Can I know how to implement a ...READ MORE

7 hours ago in Generative AI by Ashutosh
• 24,410 points • 2 views
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0 answers

Implement a script to compute the structural similarity index (SSIM) between rendered and ground truth images for evaluation.

With the help of code can you ...READ MORE

7 hours ago in Generative AI by Ashutosh
• 24,410 points • 1 view
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0 answers

How would you apply instruction tuning to optimize a large language model for handling multilingual coding tasks?

Can i know How would you apply ...READ MORE

1 day ago in Generative AI by Nidhi
 • 13,380 points • 21 views
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0 answers

Write a script to freeze specific layers of a foundation model during training using Hugging Face Transformers.

With the help of code Write a ...READ MORE

1 day ago in Generative AI by Ashutosh
• 24,410 points • 21 views
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0 answers

How would you implement a custom reader in LLamaIndex for integrating non-standard data sources like XML files?

Can you tell me How would you ...READ MORE

1 day ago in Generative AI by Nidhi
 • 13,380 points • 20 views
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0 answers

Write a script to scale the training of a foundation model using Horovod and mixed precision training.

Can i know Write a script to ...READ MORE

1 day ago in Generative AI by Nidhi
 • 13,380 points • 19 views
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0 answers

Design and implement a hybrid neural architecture combining a foundation model with a convolutional network for image-text tasks.

Can you tell me Design and implement ...READ MORE

1 day ago in Generative AI by Nidhi
 • 13,380 points • 17 views
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0 answers

Write a PyTorch training loop for NeRF that minimizes the mean squared error (MSE) between predicted and target pixel colors.

With the help of code can you ...READ MORE

1 day ago in Generative AI by Ashutosh
• 24,410 points • 11 views
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0 answers

Write a program to visualize token embeddings for specific input tokens from a foundation model using t-SNE or UMAP.

With the help of code can you ...READ MORE

1 day ago in Generative AI by Ashutosh
• 24,410 points • 17 views
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0 answers

How would you preprocess a dataset of images and corresponding camera poses for training a NeRF model? Write code to implement this preprocessing.

Can i know How would you preprocess ...READ MORE

1 day ago in Generative AI by Ashutosh
• 24,410 points • 10 views
0 votes
0 answers

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

Can i know How would you ensure ...READ MORE

1 day ago in Generative AI by Ashutosh
• 24,410 points • 10 views
0 votes
0 answers

How would you implement forward propagation in a simple feedforward neural network from scratch using NumPy?

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

1 day ago in Generative AI by Ashutosh
• 24,410 points • 15 views
0 votes
0 answers

How would you handle out-of-memory (OOM) errors while fine-tuning a large language model using gradient accumulation?

Can i know How would you handle ...READ MORE

1 day ago in Generative AI by Ashutosh
• 24,410 points • 15 views
0 votes
0 answers

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

1 day ago in Generative AI by Ashutosh
• 24,410 points • 8 views
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