Trending questions in Generative AI

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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, 2025 in Generative AI by namo nama
 • 1,296 views
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How would you generate a meta-training set for One-Shot Learning using a custom dataset of rare animals?

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

Apr 4, 2025 in Generative AI by Nidhi
 • 16,260 points • 363 views
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How would you implement TPU-accelerated matrix factorization for a recommendation system?

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

Apr 3, 2025 in Generative AI by Ashutosh
• 33,350 points • 396 views
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How would you handle heterogeneous data (e.g., audio and text) in a multimodal generative model for speech-to-text generation?

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

Apr 3, 2025 in Generative AI by Ashutosh
• 33,350 points • 395 views
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How do you handle text truncation and padding issues in the input data when training a transformer-based language model?

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

Apr 3, 2025 in Generative AI by Ashutosh
• 33,350 points • 390 views
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Write a function to calculate Euclidean distance between embeddings in a One-Shot Learning model for classifying animals.

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

Apr 4, 2025 in Generative AI by Nidhi
 • 16,260 points • 338 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

Apr 1, 2025 in Generative AI by nomi
 • 428 views
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How do you deal with imbalanced classes in generating data for supervised machine learning tasks?

Can i know How do you deal ...READ MORE

Apr 4, 2025 in Generative AI by Ashutosh
• 33,350 points • 333 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

Apr 2, 2025 in Generative AI by nomaid
 • 398 views
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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

Apr 2, 2025 in Generative AI by vineet
 • 392 views
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How can generative AI models be used to automate creative writing for fictional content generation?

Can i know How can generative AI ...READ MORE

Apr 4, 2025 in Generative AI by Ashutosh
• 33,350 points • 328 views
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1 answer

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, 2025 in Generative AI by amrita
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How would you address bias mitigation when training a text generation model on diverse datasets?

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

Apr 4, 2025 in Generative AI by Ashutosh
• 33,350 points • 326 views
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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

Apr 2, 2025 in Generative AI by shima
 • 394 views
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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

Apr 2, 2025 in Generative AI by radhika
 • 363 views
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How would you implement a hybrid retrieval-LLM pipeline for long-form document summarization?

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

Apr 3, 2025 in Generative AI by Nidhi
 • 16,260 points • 359 views
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What approaches would you use to decrease inference time when deploying a large generative model for real-time applications?

Can i know What approaches would you ...READ MORE

Apr 4, 2025 in Generative AI by Ashutosh
• 33,350 points • 303 views
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How can generative models help in data anonymization for privacy-preserving machine learning?

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

Apr 4, 2025 in Generative AI by Ashutosh
• 33,350 points • 303 views
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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

Apr 2, 2025 in Generative AI by Ashutosh
• 33,350 points • 386 views
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How would you create a TPU-optimized implementation of the softmax function?

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

Apr 2, 2025 in Generative AI by Nidhi
 • 16,260 points • 377 views
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How would you integrate low-rank factorization to compress large-scale LLMs without significant performance degradation?

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

Apr 4, 2025 in Generative AI by Ashutosh
• 33,350 points • 297 views
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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

Apr 1, 2025 in Generative AI by nini
 • 386 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

Apr 2, 2025 in Generative AI by Nidhi
 • 16,260 points • 374 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

Apr 2, 2025 in Generative AI by Ashutosh
• 33,350 points • 372 views
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How would you design a context-aware document search system using an LLM and a vector database?

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

Apr 4, 2025 in Generative AI by Nidhi
 • 16,260 points • 292 views
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How would you implement memory-efficient techniques to reduce GPU load in training a generative model?

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

Apr 3, 2025 in Generative AI by Nidhi
 • 16,260 points • 335 views
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What strategies would you use to generate realistic conversational dialogue in a chatbot system using generative models?

Can you tell me What strategies would ...READ MORE

Apr 3, 2025 in Generative AI by Nidhi
 • 16,260 points • 335 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

Apr 2, 2025 in Generative AI by Nidhi
 • 16,260 points • 367 views
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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

Apr 2, 2025 in Generative AI by Ashutosh
• 33,350 points • 360 views
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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

Apr 2, 2025 in Generative AI by Ashutosh
• 33,350 points • 363 views
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Write a script to benchmark inference latency of a pretrained model running on a TPU.

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

Apr 2, 2025 in Generative AI by Nidhi
 • 16,260 points • 349 views
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Write a function to implement contrastive learning for improving embeddings in LLM tasks.

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

Apr 3, 2025 in Generative AI by Nidhi
 • 16,260 points • 312 views
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Explain with code how to use LLamaIndex's callback manager to log the details of each query execution.

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

Apr 1, 2025 in Generative AI by Ashutosh
• 33,350 points • 390 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

Apr 2, 2025 in Generative AI by Ashutosh
• 33,350 points • 342 views
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0 answers

How would you enhance out-of-the-box performance of generative models for real-time translations in low-resource languages?

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

Apr 3, 2025 in Generative AI by Ashutosh
• 33,350 points • 305 views
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Write code to convert a TensorFlow SavedModel for efficient TPU inference.

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

Apr 2, 2025 in Generative AI by Nidhi
 • 16,260 points • 339 views
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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

Apr 2, 2025 in Generative AI by Ashutosh
• 33,350 points • 339 views
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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

Apr 2, 2025 in Generative AI by Ashutosh
• 33,350 points • 343 views
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0 answers

How do you deal with gradual drift in a generative model during online learning and avoid model degradation?

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

Apr 3, 2025 in Generative AI by Ashutosh
• 33,350 points • 300 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

Apr 2, 2025 in Generative AI by Ashutosh
• 33,350 points • 342 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

Apr 1, 2025 in Generative AI by Nidhi
 • 16,260 points • 379 views
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0 answers

How would you reduce sampling variance when generating text from a generative language model?

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

Apr 3, 2025 in Generative AI by Nidhi
 • 16,260 points • 290 views
0 votes
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

Apr 2, 2025 in Generative AI by Ashutosh
• 33,350 points • 324 views
0 votes
0 answers

How would you address memory constraints while training large text generation models?

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

Apr 3, 2025 in Generative AI by Nidhi
 • 16,260 points • 288 views
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0 answers

Demonstrate how to use tpu_strategy.scope() to manage variable creation on TPUs.

Can you demonstrate how to use tpu_strategy.scope() ...READ MORE

Apr 3, 2025 in Generative AI by Ashutosh
• 33,350 points • 284 views
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0 answers

Implement a retry mechanism for TPU jobs in case of preemptive termination on Google Cloud.

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

Apr 3, 2025 in Generative AI by Ashutosh
• 33,350 points • 284 views
0 votes
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

Apr 1, 2025 in Generative AI by Nidhi
 • 16,260 points • 370 views
0 votes
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

Apr 1, 2025 in Generative AI by Ashutosh
• 33,350 points • 368 views
0 votes
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

Apr 2, 2025 in Generative AI by Ashutosh
• 33,350 points • 318 views
0 votes
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

Apr 2, 2025 in Generative AI by Ashutosh
• 33,350 points • 306 views
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