Trending questions in Generative AI

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

Partitioning a large dataset for multi-host TPU ...READ MORE

Apr 7 in Generative AI by ronak
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How would you utilize TPU pods to scale training for a large language model like BERT?

TPU Pods enable large-scale parallelism by distributing ...READ MORE

Apr 7 in Generative AI by rama
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How would you apply unsupervised learning to image denoising using a generative model?

 Use a Denoising Autoencoder (DAE) to learn ...READ MORE

Apr 8 in Generative AI by vibecoding
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How would you use the TPU profiler to analyze and optimize model performance?

The TPU profiler helps identify bottlenecks and ...READ MORE

Apr 7 in Generative AI by puja
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How would you augment a dataset to simulate one-shot scenarios while ensuring the embeddings remain consistent?

To simulate one-shot scenarios while keeping embeddings ...READ MORE

Apr 7 in Generative AI by Anila
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Implement a multi-GPU inference pipeline for a foundation model using DeepSpeed or TensorParallel.

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

Apr 1 in Generative AI by safak
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How would you use generative AI for customer behavior prediction in e-commerce applications?

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

Apr 4 in Generative AI by Nidhi
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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 in Generative AI by Nidhi
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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 in Generative AI by radhika
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How would you implement a hybrid retrieval-LLM pipeline for long-form document summarization?

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Apr 3 in Generative AI by Nidhi
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107 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

Apr 2 in Generative AI by mehek
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How would you implement memory-efficient techniques to reduce GPU load in training a generative model?

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Apr 3 in Generative AI by Nidhi
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102 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 in Generative AI by Nidhi
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95 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 in Generative AI by nomaid
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How would you implement distributed training on a TPU pod using TensorFlow's tf.distribute API?

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Apr 2 in Generative AI by Nidhi
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125 views
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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 in Generative AI by Nidhi
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86 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 in Generative AI by Nidhi
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118 views
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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 in Generative AI by Ashutosh
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80 views
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How would you implement TPU-accelerated matrix factorization for a recommendation system?

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Apr 3 in Generative AI by Ashutosh
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79 views
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1 answer
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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

Apr 1 in Generative AI by menora
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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 in Generative AI by Nidhi
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109 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 in Generative AI by Nidhi
• 16,540 points
107 views
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How would you apply Bayesian optimization to optimize hyperparameters in generative models?

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

Apr 3 in Generative AI by Nidhi
• 16,540 points
72 views
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How would you address memory constraints while training large text generation models?

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

Apr 3 in Generative AI by Nidhi
• 16,540 points
71 views